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Calculating daily volumes from total volume

Time:10-22

I have the following data:

ID Date Total
A 2021-09-03 0
A 2021-09-04 12
A 2021-09-05 37
A 2021-09-06 40
B 2021-08-03 20
B 2021-08-04 43
B 2021-08-05 75

And from this data, I would like to get the following table:

ID Date Total Daily
A 2021-09-03 0 0
A 2021-09-04 12 12
A 2021-09-05 37 25
A 2021-09-06 40 3
B 2021-08-03 20 20
B 2021-08-04 43 23
B 2021-08-05 75 32

I tried the following code, but I get a lot of duplicates:

CREATE TABLE table_b AS (
SELECT a.ID, a.Date, a.Total,
a.Total - coalesce(b.Total, 0) AS Daily
FROM table_a a left outer JOIN table_a b
ON (a.ID = b.ID AND b.Date < a.Date));

Thanks in advance:)

CodePudding user response:

SELECT *,
       Total - COALESCE(LAG(Total) OVER (PARTITION BY id ORDER BY `date`), 0) Daily
FROM src_table
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