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WITH dates AS (
SELECT to_date('2023-01-01', 'YYYY-MM-DD') AS d
UNION ALL
SELECT to_date('2023-02-01', 'YYYY-MM-DD') AS d
UNION ALL
SELECT to_date('2023-03-01', 'YYYY-MM-DD') AS d
UNION ALL
SELECT to_date('2023-04-01', 'YYYY-MM-DD') AS d
UNION ALL
SELECT to_date('2023-05-01', 'YYYY-MM-DD') AS d
)
, product_sales as(
--Yanuary
SELECT 1 AS prod_id, 'test1' AS prod_name, to_date('2023-01-01', 'YYYY-MM-DD') AS sale_date, 3 AS sale_amount
UNION ALL
SELECT 2 AS prod_id, 'test2' AS prod_name, to_date('2023-01-01', 'YYYY-MM-DD') AS sale_date, 8 AS sale_amount
UNION ALL
SELECT 3 AS prod_id, 'test3' AS prod_name, to_date('2023-01-01', 'YYYY-MM-DD') AS sale_date, 9 AS sale_amount
UNION ALL
--February
SELECT 1 AS prod_id, 'test1' AS prod_name, to_date('2023-02-01', 'YYYY-MM-DD') AS sale_date, 5 AS sale_amount
UNION ALL
SELECT 2 AS prod_id, 'test2' AS prod_name, to_date('2023-02-01', 'YYYY-MM-DD') AS sale_date, 2 AS sale_amount
UNION ALL
SELECT 3 AS prod_id, 'test3' AS prod_name, to_date('2023-02-01', 'YYYY-MM-DD') AS sale_date, 1 AS sale_amount
UNION ALL
--March
-- SELECT 1 AS prod_id, 'test1' AS prod_name, to_date('2023-02-01', 'YYYY-MM-DD') AS sale_date, 5 AS sale_amount
-- UNION ALL
SELECT 2 AS prod_id, 'test2' AS prod_name, to_date('2023-03-01', 'YYYY-MM-DD') AS sale_date, 7 AS sale_amount
-- UNION ALL
-- SELECT 3 AS prod_id, 'test3' AS prod_name, to_date('2023-02-01', 'YYYY-MM-DD') AS sale_date, 1 AS sale_amount
prod_id prod_name d month_sale_amount
1 test1 2023-01-01 3
2 test2 2023-01-01 8
3 test3 2023-01-01 9
1 test1 2023-02-01 5
2 test2 2023-02-01 2
3 test3 2023-02-01 1
1 test1 2023-03-01 0
2 test2 2023-03-01 7
3 test3 2023-03-01 0
1 test1 2023-04-01 1
2 test2 2023-04-01 2
3 test3 2023-04-01 0
1 test1 2023-05-01 6
2 test2 2023-05-01 4
3 test3 2023-05-01 2
SELECT 15