ROLLUP、CUBE、GROUPING SETS による集計

SQL Serverで学ぶ時系列分析

Maham Faisal Khan

Senior Data Science Content Developer

ROLLUP による階層ロールアップ

SELECT
    t.Month,
    t.Day,
    SUM(t.Events) AS Events
FROM Table
GROUP BY
    t.Month,
    t.Day
WITH ROLLUP
ORDER BY
    t.Month,
    t.Day;

Month	Day	Events
NULL	NULL	100
1	NULL	60
1	1	3
1	2	4
...	...	...
2	NULL	40
2	1	8

CUBE によるデカルト集計

SELECT
    t.IncidentType,
    t.Office,
    SUM(t.Events) AS Events
FROM Table
GROUP BY
    t.IncidentType,
    t.Office
WITH CUBE
ORDER BY
    t.IncidentType,
    t.Office;

IncidentType	Office	Events
NULL	NULL	250
NULL	NY	70
NULL	CT	180
T1	NULL	55
T1	NY	30
T1	CT	25

GROUPING SETS で集計セットを定義する

SELECT
    t.IncidentType,
    t.Office,
    SUM(t.Events) AS Events
FROM Table
GROUP BY GROUPING SETS
(
  (t.IncidentType, t.Office),
  ()
)
ORDER BY
    t.IncidentType,
    t.Office;

IncidentType	Office	Events
NULL	NULL	250
T1	NY	30
T1	CT	25
T2	NY	10
T2	CT	110
T3	NY	30
T3	CT	45

演習に進みましょう

SQL Serverで学ぶ時系列分析