WITH all_sales AS (SELECT d_year
, i_brand_id
, i_class_id
, i_category_id
, i_manufact_id
, SUM(sales_cnt) AS sales_cnt
, SUM(sales_amt) AS sales_amt
FROM (SELECT d_year
, i_brand_id
, i_class_id
, i_category_id
, i_manufact_id
, cs_quantity - COALESCE(cr_return_quantity, 0) AS sales_cnt
, cs_ext_sales_price - COALESCE(cr_return_amount, 0.0) AS sales_amt
FROM catalog_sales
JOIN item ON i_item_sk = cs_item_sk
JOIN date_dim ON d_date_sk = cs_sold_date_sk
LEFT JOIN catalog_returns ON (cs_order_number = cr_order_number
AND cs_item_sk = cr_item_sk)
WHERE i_category = 'Books'
UNION
SELECT d_year
, i_brand_id
, i_class_id
, i_category_id
, i_manufact_id
, ss_quantity - COALESCE(sr_return_quantity, 0) AS sales_cnt
, ss_ext_sales_price - COALESCE(sr_return_amt, 0.0) AS sales_amt
FROM store_sales
JOIN item ON i_item_sk = ss_item_sk
JOIN date_dim ON d_date_sk = ss_sold_date_sk
LEFT JOIN store_returns ON (ss_ticket_number = sr_ticket_number
AND ss_item_sk = sr_item_sk)
WHERE i_category = 'Books'
UNION
SELECT d_year
, i_brand_id
, i_class_id
, i_category_id
, i_manufact_id
, ws_quantity - COALESCE(wr_return_quantity, 0) AS sales_cnt
, ws_ext_sales_price - COALESCE(wr_return_amt, 0.0) AS sales_amt
FROM web_sales
JOIN item ON i_item_sk = ws_item_sk
JOIN date_dim ON d_date_sk = ws_sold_date_sk
LEFT JOIN web_returns ON (ws_order_number = wr_order_number
AND ws_item_sk = wr_item_sk)
WHERE i_category = 'Books') sales_detail
GROUP BY d_year, i_brand_id, i_class_id, i_category_id, i_manufact_id)
SELECT prev_yr.d_year AS prev_year
, curr_yr.d_year AS year
,curr_yr.i_brand_id
,curr_yr.i_class_id
,curr_yr.i_category_id
,curr_yr.i_manufact_id
,prev_yr.sales_cnt AS prev_yr_cnt
,curr_yr.sales_cnt AS curr_yr_cnt
,curr_yr.sales_cnt-prev_yr.sales_cnt AS sales_cnt_diff
,curr_yr.sales_amt-prev_yr.sales_amt AS sales_amt_diff
FROM all_sales curr_yr, all_sales prev_yr
WHERE curr_yr.i_brand_id=prev_yr.i_brand_id
AND curr_yr.i_class_id=prev_yr.i_class_id
AND curr_yr.i_category_id=prev_yr.i_category_id
AND curr_yr.i_manufact_id=prev_yr.i_manufact_id
AND curr_yr.d_year=2002
AND prev_yr.d_year=2002-1
AND CAST (curr_yr.sales_cnt AS DECIMAL (17
, 2))/ CAST (prev_yr.sales_cnt AS DECIMAL (17
, 2))
<0.9
ORDER BY sales_cnt_diff
limit 100