TPC-DS-OBT Q75

TPC-DS-OBT benchmark · all TPC-DS-OBT queries

Representative SQL

Rendered for DataFusion with default parameters.

WITH all_sales AS (
  SELECT
    sold_date_d_year AS d_year,
    item_i_brand_id AS i_brand_id,
    item_i_class_id AS i_class_id,
    item_i_category_id AS i_category_id,
    item_i_manufact_id AS i_manufact_id,
    SUM(sales_cnt) AS sales_cnt,
    SUM(sales_amt) AS sales_amt
  FROM (
    SELECT
      obt.sold_date_d_year,
      obt.item_i_brand_id,
      obt.item_i_class_id,
      obt.item_i_category_id,
      obt.item_i_manufact_id,
      obt.quantity - COALESCE(obt.return_quantity, 0) AS sales_cnt,
      obt.ext_sales_price - COALESCE(obt.return_amount, 0.0) AS sales_amt
    FROM tpcds_sales_returns_obt AS obt
    WHERE
      (
        (
          (
            obt.item_i_category = '0' AND obt.item_i_item_sk = obt.item_sk
          )
          AND obt.sold_date_d_date_sk = obt.sold_date_sk
        )
        AND (
          obt.sale_id = obt.sale_id AND obt.item_sk = obt.item_sk
        )
      )
      AND channel = 'catalog'
    UNION
    SELECT
      obt.sold_date_d_year,
      obt.item_i_brand_id,
      obt.item_i_class_id,
      obt.item_i_category_id,
      obt.item_i_manufact_id,
      obt.quantity - COALESCE(obt.return_quantity, 0) AS sales_cnt,
      obt.ext_sales_price - COALESCE(obt.return_amount, 0.0) AS sales_amt
    FROM tpcds_sales_returns_obt AS obt
    WHERE
      (
        (
          (
            obt.item_i_category = '0' AND obt.item_i_item_sk = obt.item_sk
          )
          AND obt.sold_date_d_date_sk = obt.sold_date_sk
        )
        AND (
          obt.sale_id = obt.sale_id AND obt.item_sk = obt.item_sk
        )
      )
      AND channel = 'store'
    UNION
    SELECT
      obt.sold_date_d_year,
      obt.item_i_brand_id,
      obt.item_i_class_id,
      obt.item_i_category_id,
      obt.item_i_manufact_id,
      obt.quantity - COALESCE(obt.return_quantity, 0) AS sales_cnt,
      obt.ext_sales_price - COALESCE(obt.return_amount, 0.0) AS sales_amt
    FROM tpcds_sales_returns_obt AS obt
    WHERE
      (
        (
          (
            obt.item_i_category = '0' AND obt.item_i_item_sk = obt.item_sk
          )
          AND obt.sold_date_d_date_sk = obt.sold_date_sk
        )
        AND (
          obt.sale_id = obt.sale_id AND obt.item_sk = obt.item_sk
        )
      )
      AND channel = 'web'
  ) AS 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 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 = 1999
  AND prev_yr.d_year = 1999 - 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
LIMIT 100

Representative DataFrame

No DataFrame implementation is registered for this query.

Get the exact query for your run

The blocks above are representative. To get the precise statement a specific platform runs at a specific scale, substitute your own values:

from benchbox import TPCDSOBT

bench = TPCDSOBT(scale_factor=1.0)            # your scale factor
queries = bench.get_queries(dialect="datafusion")   # your platform's dialect; drop dialect= for native SQL
print(queries['75'])

Source

Query text: benchbox/core/tpcds_obt/queries.py