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WITH year_total AS (
SELECT
c_customer_id AS customer_id,
c_first_name AS customer_first_name,
c_last_name AS customer_last_name,
d_year AS year,
MAX(ss_net_paid) AS year_total,
's' AS sale_type
FROM customer, store_sales, date_dim
WHERE
c_customer_sk = ss_customer_sk
AND ss_sold_date_sk = d_date_sk
AND d_year IN (2001, 2001 + 1)
GROUP BY
c_customer_id,
c_first_name,
c_last_name,
d_year
UNION ALL
SELECT
c_customer_id AS customer_id,
c_first_name AS customer_first_name,
c_last_name AS customer_last_name,
d_year AS year,
MAX(ws_net_paid) AS year_total,
'w' AS sale_type
FROM customer, web_sales, date_dim
WHERE
c_customer_sk = ws_bill_customer_sk
AND ws_sold_date_sk = d_date_sk
AND d_year IN (2001, 2001 + 1)
GROUP BY
c_customer_id,
c_first_name,
c_last_name,
d_year
)
SELECT
TOP 100
t_s_secyear.customer_id,
t_s_secyear.customer_first_name,
t_s_secyear.customer_last_name
FROM year_total AS t_s_firstyear, year_total AS t_s_secyear, year_total AS t_w_firstyear, year_total AS t_w_secyear
WHERE
t_s_secyear.customer_id = t_s_firstyear.customer_id
AND t_s_firstyear.customer_id = t_w_secyear.customer_id
AND t_s_firstyear.customer_id = t_w_firstyear.customer_id
AND t_s_firstyear.sale_type = 's'
AND t_w_firstyear.sale_type = 'w'
AND t_s_secyear.sale_type = 's'
AND t_w_secyear.sale_type = 'w'
AND t_s_firstyear.year = 2001
AND t_s_secyear.year = 2001 + 1
AND t_w_firstyear.year = 2001
AND t_w_secyear.year = 2001 + 1
AND t_s_firstyear.year_total > 0
AND t_w_firstyear.year_total > 0
AND CASE
WHEN t_w_firstyear.year_total > 0
THEN t_w_secyear.year_total / t_w_firstyear.year_total
ELSE NULL
END > CASE
WHEN t_s_firstyear.year_total > 0
THEN t_s_secyear.year_total / t_s_firstyear.year_total
ELSE NULL
END
ORDER BY
2,
3,
1;
Step details
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Green: scan · yellow: join · purple: row movement. Rows and costs are optimiser estimates; costs use model units.