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WITH ws AS (
SELECT
d_year AS ws_sold_year,
ws_item_sk AS ws_item_sk,
ws_bill_customer_sk AS ws_customer_sk,
SUM(ws_quantity) AS ws_qty,
SUM(ws_wholesale_cost) AS ws_wc,
SUM(ws_sales_price) AS ws_sp
FROM web_sales
LEFT JOIN web_returns
ON wr_order_number = ws_order_number AND ws_item_sk = wr_item_sk
JOIN date_dim
ON ws_sold_date_sk = d_date_sk
WHERE
wr_order_number IS NULL
GROUP BY
d_year,
ws_item_sk,
ws_bill_customer_sk
), cs AS (
SELECT
d_year AS cs_sold_year,
cs_item_sk AS cs_item_sk,
cs_bill_customer_sk AS cs_customer_sk,
SUM(cs_quantity) AS cs_qty,
SUM(cs_wholesale_cost) AS cs_wc,
SUM(cs_sales_price) AS cs_sp
FROM catalog_sales
LEFT JOIN catalog_returns
ON cr_order_number = cs_order_number AND cs_item_sk = cr_item_sk
JOIN date_dim
ON cs_sold_date_sk = d_date_sk
WHERE
cr_order_number IS NULL
GROUP BY
d_year,
cs_item_sk,
cs_bill_customer_sk
), ss AS (
SELECT
d_year AS ss_sold_year,
ss_item_sk AS ss_item_sk,
ss_customer_sk AS ss_customer_sk,
SUM(ss_quantity) AS ss_qty,
SUM(ss_wholesale_cost) AS ss_wc,
SUM(ss_sales_price) AS ss_sp
FROM store_sales
LEFT JOIN store_returns
ON sr_ticket_number = ss_ticket_number AND ss_item_sk = sr_item_sk
JOIN date_dim
ON ss_sold_date_sk = d_date_sk
WHERE
sr_ticket_number IS NULL
GROUP BY
d_year,
ss_item_sk,
ss_customer_sk
)
SELECT
TOP 100
ss_customer_sk,
ROUND(ss_qty / (
COALESCE(ws_qty, 0) + COALESCE(cs_qty, 0)
), 2) AS ratio,
ss_qty AS store_qty,
ss_wc AS store_wholesale_cost,
ss_sp AS store_sales_price,
COALESCE(ws_qty, 0) + COALESCE(cs_qty, 0) AS other_chan_qty,
COALESCE(ws_wc, 0) + COALESCE(cs_wc, 0) AS other_chan_wholesale_cost,
COALESCE(ws_sp, 0) + COALESCE(cs_sp, 0) AS other_chan_sales_price
FROM ss
LEFT JOIN ws
ON (
ws_sold_year = ss_sold_year
AND ws_item_sk = ss_item_sk
AND ws_customer_sk = ss_customer_sk
)
LEFT JOIN cs
ON (
cs_sold_year = ss_sold_year
AND cs_item_sk = ss_item_sk
AND cs_customer_sk = ss_customer_sk
)
WHERE
(
COALESCE(ws_qty, 0) > 0 OR COALESCE(cs_qty, 0) > 0
) AND ss_sold_year = 2001
ORDER BY
ss_customer_sk,
ss_qty DESC,
ss_wc DESC,
ss_sp DESC,
other_chan_qty,
other_chan_wholesale_cost,
other_chan_sales_price,
ratio;
Step details
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Green: scan · yellow: join · purple: row movement. Rows and costs are optimiser estimates; costs use model units.