I have a table like this:
CREATE TABLE risk_test
(id VARCHAR2 (32) NOT NULL PRIMARY KEY,
customer_id varchar2 (40BYTE),
risk number,
day VARCHAR2(50 BYTE))
insert into risk_test values(1,102,15,1);
insert into risk_test values(2,102,16,1);
insert into risk_test values(3,104,11,1);
insert into risk_test values(4,102,17,2);
insert into risk_test values(5,102,10,2);
insert into risk_test values(6,102,13,3);
insert into risk_test values(7,104,14,2);
insert into risk_test values(8,104,13,2);
insert into risk_test values(9,104,17,1);
insert into risk_test values(10,104,16,2);
I want to calculate total risk and save result in new table. So, I create a procedure in ODI and write this query in it:
create table risk_odi as
SELECT o.*,ROUND (
SUM (day_minus_day0 * risk) OVER (PARTITION BY customer_id)
/ SUM (day_minus_day0) OVER (PARTITION BY customer_id),
5) AS total_risk
FROM (SELECT rt.*, (rt.day - MIN (rt.day) OVER (PARTITION BY customer_id)) + 1 AS day_minus_day0
FROM risk_test rt) o
ORDER BY customer_id, TO_NUMBER (day), TO_NUMBER (id)
The result table is like this:
My question is that I want to create the table in mapping; therefore, would you please guide me how I can run the above query in mapping, using Aggregate Component or Expression Component?
Any help is really appreciated.
Problem solved. I use this structure in mapping:
First, I use a filter to extract the last thirty days and save it to the thirtyday table. After that, I use aggregate to group data based on customer_id and calculate the minimum day in each group. Then joining aggregate result with thirtyday. The last aggregate is for calculating total_risk based on grouping customer_id. Finally, I save data to the last table which is the result.