分析関数の基礎

September 01, 2004

Oracle 8.1.6より、分析関数 (Analytic Function) という非常に強力なSQL拡張機能が実装されている。この機能を使えば、今までは副問い合わせを用いてしか可能でなかった問い合わせを、簡単に、そしてスピーディーに実行することができる。

分析関数が通常の集計関数 (Aggregate Function) と大きく異なるのは、通常の関数はグルーピングを行った「集合」に対し値を１つ返すにのに対し、分析関数はグルーピングを行った「同グループ内のそれぞれの行」に対し「同グループ内で、与えられた範囲を基に集計」を行い値を返す(非常に分かり辛いため後述の例を参考下さい、、、)。分析関数ではこのグルーピングされた行集合の中の、与えられた範囲を「窓 (Window)」と呼ぶ。分析関数は、各行において、与えられた窓内で集計を行い値を返すのである。

はじめに一例

ora817@robios.org>select emp.empno, emp.job, emp.ename, emp.sal,
  2   sum(sal) over (partition by job order by empno) as cumulative_sum,
  3   row_number() over (partition by job order by empno) as seq
  4  from scott.emp;

     EMPNO JOB       ENAME             SAL CUMULATIVE_SUM        SEQ
---------- --------- ---------- ---------- -------------- ----------
      7788 ANALYST   SCOTT            3000           3000          1
      7902 ANALYST   FORD             3000           6000          2
      7369 CLERK     SMITH             800            800          1
      7876 CLERK     ADAMS            1100           1900          2
      7900 CLERK     JAMES             950           2850          3
      7934 CLERK     MILLER           1300           4150          4
      7566 MANAGER   JONES            2975           2975          1
      7698 MANAGER   BLAKE            2850           5825          2
      7782 MANAGER   CLARK            2450           8275          3
      7839 PRESIDENT KING             5000           5000          1
      7499 SALESMAN  ALLEN            1600           1600          1
      7521 SALESMAN  WARD             1250           2850          2
      7654 SALESMAN  MARTIN           1250           4100          3
      7844 SALESMAN  TURNER           1500           5600          4

14行が選択されました。

経過: 00:00:06.03

実行計画
----------------------------------------------------------
   0      SELECT STATEMENT Optimizer=CHOOSE
   1    0   WINDOW (SORT)
   2    1     TABLE ACCESS (FULL) OF 'EMP'




統計
----------------------------------------------------------
          0  recursive calls
          4  db block gets
          1  consistent gets
          1  physical reads
          0  redo size
        978  bytes sent via SQL*Net to client
        287  bytes received via SQL*Net from client
          3  SQL*Net roundtrips to/from client
          1  sorts (memory)
          0  sorts (disk)
         14  rows processed

CUMULATIVE_SUMが、各JOBにおけるEMPNO順でのSALの累計、SEQは各JOBにおけるEMPNO順でのシーケンスになっている。

分析関数の文法

Analytic-Function(<Argument>, <Argument>, ...) over (
  <Partition-Clause>
  <Order-By-Clause>
  <Windowing-Clause>
)

Analytic-Function

分析関数には下記の関数がある。一部は9iからの実装である。

AVG, CORR, COVAR_POP, COVAR_SAMP, COUNT, CUME_DIST, DENSE_RANK, FIRST (9i), FIRST_VALUE, LAG, LAST (9i), LAST_VALUE, LEAD, MAX, MIN, NTILE, PERCENT_RANK, PERCENTILE_CONT (9i), PERCENTILE_DISC (9i), RANK, RATIO_TO_REPORT, REGR_ (Linear Regression) Functions, ROW_NUMBER, STDDEV, STDDEV_POP, STDDEV_SAMP, SUM, VAR_POP, VAR_SAMP, VARIANCE

Partition Clause

Partition句では、集計を行う窓のグループ分けを行う。丁度、通常の集計関数におけるGROUP BY句に等しい。分析関数は、この句で定義した項目でグルーピングし、それぞれのグループ内の窓で集計を行う。省略した場合は、選択行全てが同一グループとなる。

文法: PARTITION BY 項目 ( , 項目, ... )

Order-By Clause

Order-By句では、グループ内でのデータのソート順を定義する。集計は、この句で定義されたソート順に沿って行われる。

文法: ORDER BY 項目 ( , 項目, ...) ASC/DESC ( NULLS FIRST/LAST )

Windowing Clause

Windowing句では、窓そのものを定義する。窓は範囲である。範囲は、物理的な行での範囲指定と、論理的な値での範囲指定とある。前者はROWS、後者はRANGEで表す。

文法: ROWS/RANGE [範囲指定句]

範囲指定句では、始点と終点を指定する。

文法: BETWEEN [始点] AND [終点]

終点を現在行とし、始点だけ指定することもできる(この場合始点は、UNBOUNDED PRECIDING、CURRENT ROW、N PRECEDINGのみとり得る)。

文法: [始点]

始点/終点には、グループ内先頭のUNBOUNDED PRECEDING、現在点のCURRENT ROW、グループ内後尾のUNBOUNDED FOLLOWING、現在点からN前方のN PRECEDING、現在点からN後方のN FOLLOWING、の5種類がある。Nは、ROWSであれば行数、RANGEであれば値の差となる。グループ内先頭、後尾とは前述したOrder-By句でのソート順における先頭、後尾となる。

Windowing Clauseを省略した場合は、RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW となる。すなわち、グループ先頭から現在の行までが窓となる。

例

ora817@robios.org>select *
  2  from (
  3   select dept.loc, dept.dname, emp.job, emp.ename, emp.sal,
  4    dense_rank() over (partition by dept.loc order by sal desc) as rank
  5   from scott.emp, scott.dept
  6   where emp.deptno = dept.deptno)
  7  where rank <= 3;

LOC           DNAME          JOB       ENAME             SAL       RANK
------------- -------------- --------- ---------- ---------- ----------
CHICAGO       SALES          MANAGER   BLAKE            2850          1
CHICAGO       SALES          SALESMAN  ALLEN            1600          2
CHICAGO       SALES          SALESMAN  TURNER           1500          3
DALLAS        RESEARCH       ANALYST   SCOTT            3000          1
DALLAS        RESEARCH       ANALYST   FORD             3000          1
DALLAS        RESEARCH       MANAGER   JONES            2975          2
DALLAS        RESEARCH       CLERK     ADAMS            1100          3
NEW YORK      ACCOUNTING     PRESIDENT KING             5000          1
NEW YORK      ACCOUNTING     MANAGER   CLARK            2450          2
NEW YORK      ACCOUNTING     CLERK     MILLER           1300          3

10行が選択されました。

経過: 00:00:06.03

実行計画
----------------------------------------------------------
   0      SELECT STATEMENT Optimizer=CHOOSE
   1    0   VIEW
   2    1     WINDOW (SORT PUSHED RANK)
   3    2       NESTED LOOPS
   4    3         TABLE ACCESS (FULL) OF 'EMP'
   5    3         TABLE ACCESS (BY INDEX ROWID) OF 'DEPT'
   6    5           INDEX (UNIQUE SCAN) OF 'SYS_C0094164' (UNIQUE)




統計
----------------------------------------------------------
          0  recursive calls
          4  db block gets
         17  consistent gets
          0  physical reads
          0  redo size
        775  bytes sent via SQL*Net to client
        318  bytes received via SQL*Net from client
          3  SQL*Net roundtrips to/from client
          1  sorts (memory)
          0  sorts (disk)
         10  rows processed

各事業所(DEPT)での、給与上位3位までをリストアップしている。

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