TPC-DS Q75

WITH all_sales AS (
  SELECT
    d_year AS d_year,
    i_brand_id AS i_brand_id,
    i_class_id AS i_class_id,
    i_category_id AS i_category_id,
    i_manufact_id AS 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 = 'Electronics'
    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 = 'Electronics'
    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 = 'Electronics'
  ) AS sales_detail
  GROUP BY
    d_year,
    i_brand_id,
    i_class_id,
    i_category_id,
    i_manufact_id
)
SELECT
TOP 100
  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 AS curr_yr, all_sales AS 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,
  sales_amt_diff;