Accumulative separate accounts
I was on it for two days. Someone could lead me in the right direction? Given the following data set:create table data_owner.test_data
(
item_number varchar2 (10 byte),
Store_Number varchar2 (10 byte),
Calendar_Year varchar2 (10 byte),
Calendar_Week varchar2 (10 byte),
whole units_sold
)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('1111', ' 31 ', ' 2010', 51', 4)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('1111', ' 16 ', ' 2010', 51', 2)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('1111', ' 31 ', ' 2010', 52', 3)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('1111', ' 27 ', ' 2010', 52', 1).
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('1111 ', '16', ' 2011', 1', 3)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('1111 ', '27', ' 2011', 2', 5)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('1111 ', '20', ' 2011', 2', 4)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('2222', ' 27 ', ' 2010', 51', 3)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('2222', ' 16 ', ' 2010', 52', 2)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('2222', ' 20 ', ' 2010', 52', 1).
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('2222 ', '16', ' 2011', 1', 3)
Insert into test_data (item_number, store_number, calendar_year, calendar_week, units_sold)
values ('2222 ', '31', ' 2011', 2', 3)
Select * from test_data
item_number store_number calendar_year calendar_week units_sold
1111 31 2010 51 4
1111 16 2010 51 2
1111 31 2010 52 3
1111 27 2010 52 1
1111 16 2011 1 3
1111 27 2011 2 5
1111 20 2011 2 4
2222 27 2010 51 3
2222 16 2010 52 2
2222 20 2010 52 1
2222 16 2011 1 3
2222 31 2011 2 3
My desired outcome is a sum of units sold and a separate cumulative store account numbers grouped by year and week point. that is to say:
item_number calendar_year calendar_week store_count sum (units_sold)
1111 2010 51 2 6
1111 2010 52 3 4
1111 2011 1 3 3
1111 2011 2 4 9
2222 2010 51 1 3
2222 2010 52 3 3
2222 2011 1 3 3
2222 2011 2 4 3
I can't get the number of store on the right. I tried various methods of the count (distinct store_number) on the analytical function (...), but nothing works. Thank you.
Hello
Interesting problem!
When you use analytical functions, you cannot use ORDER BY and DISTINCT. Too bad; It would be of course convenient.
The most general solution is to use aggregate instead of analytical functions functions and do a self-join to match each line (l ' table', for 'later' in the query below) with each line of earleir ('table' e below) for the same item:
SELECT l.item_number
, l.calendar_year
, l.calendar_week
, COUNT (DISTINCT e.store_number) AS store_count
, SUM (l.units_sold)
/ COUNT (DISTINCT e.ROWID) AS total_units_sold
FROM test_data e
JOIN test_data l ON e.item_number = l.item_number
AND e.calendar_year || LPAD (e.calendar_week, 2)
<= l.calendar_year || LPAD (l.calendar_week, 2)
GROUP BY l.item_number
, l.calendar_year
, l.calendar_week
ORDER BY l.item_number
, l.calendar_year
, l.calendar_week
;
You might think to store a DATE (say, the date that begins the week) instead of the week and the year. This would simplify this query and probably many others, too. I realize that could complicate other issues, but I think that you will have a net gain of fiond.
Thanks for posting the CREATE TABLE and INSERT statements; This helps a lot!
Published by: Frank Kulash, November 18, 2011 12:48
This is an analytical solution. As you can see, it requires more code and more complicated code, but it can work better:
WITH got_r_num AS
(
SELECT item_number
, calendar_year
, calendar_week
, units_sold
, ROW_NUMBER () OVER ( PARTITION BY item_number
, store_number
ORDER BY calendar_year
, calendar_week
) AS r_num
FROM test_data
)
SELECT DISTINCT
item_number
, calendar_year
, calendar_week
, COUNT ( CASE
WHEN r_num = 1
THEN 1
END
) OVER ( PARTITION BY item_number
ORDER BY calendar_year
, calendar_week
) AS store_count
, SUM (units_sold) OVER ( PARTITION BY item_number
, calendar_year
, calendar_week
) AS total_units_sold
FROM got_r_num
ORDER BY item_number
, calendar_year
, calendar_week
;
This approah will not work in all situations of windowing. It's not serious fo this work, but not if you want, for example, a number of separate stores for the past 6 weeks, so that the report covers more than 6 weeks.
Tags: Database
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