TPC-DS Query 4

tpcds4.malloy

// Malloy Implementation
// TPC-DS Query 4

import "tpcds.malloy"

query: all_sales -> {
  declare:
    catalog_total_sales_2001 is total_sales { where: date_dim.d_year = 2001 and channel_category = 'catalog channel'}
    catalog_total_sales_2002 is total_sales { where: date_dim.d_year = 2002 and channel_category = 'catalog channel'}
    web_total_sales_2001 is total_sales { where: date_dim.d_year = 2001 and channel_category = 'web channel'}
    web_total_sales_2002 is total_sales { where: date_dim.d_year = 2002 and channel_category = 'web channel'}
    store_total_sales_2001 is total_sales { where: date_dim.d_year = 2001 and channel_category = 'store channel'}
    store_total_sales_2002 is total_sales { where: date_dim.d_year = 2002 and channel_category = 'store channel'}

    catalog_yoy is catalog_total_sales_2002 / catalog_total_sales_2001
    store_yoy is store_total_sales_2002 / store_total_sales_2001
    web_yoy is web_total_sales_2002 / web_total_sales_2001

  group_by:
    customer.c_customer_id
    customer.c_first_name
    customer.c_last_name
    customer.c_preferred_cust_flag

  having: 
    catalog_yoy > store_yoy
    , catalog_yoy > web_yoy
    , store_total_sales_2001 > 0
    , store_total_sales_2002 > 0
    , web_total_sales_2001 > 0
    , web_total_sales_2002 > 0
    , catalog_total_sales_2001 > 0
    , catalog_total_sales_2002 > 0

  order_by:
    c_customer_id 
    c_first_name 
    c_last_name 
    c_preferred_cust_flag 
}

tpcds4.sql

-- SQL Implementation
-- TPC-DS Query 4

WITH year_total AS
  (SELECT c_customer_id customer_id,
          c_first_name customer_first_name,
          c_last_name customer_last_name,
          c_preferred_cust_flag customer_preferred_cust_flag,
          c_birth_country customer_birth_country,
          c_login customer_login,
          c_email_address customer_email_address,
          d_year dyear,
          sum(((ss_ext_list_price-ss_ext_wholesale_cost-ss_ext_discount_amt)+ss_ext_sales_price)/2) year_total,
          's' sale_type
   FROM customer,
        store_sales,
        date_dim
   WHERE c_customer_sk = ss_customer_sk
     AND ss_sold_date_sk = d_date_sk
   GROUP BY c_customer_id,
            c_first_name,
            c_last_name,
            c_preferred_cust_flag,
            c_birth_country,
            c_login,
            c_email_address,
            d_year
   UNION ALL SELECT c_customer_id customer_id,
                    c_first_name customer_first_name,
                    c_last_name customer_last_name,
                    c_preferred_cust_flag customer_preferred_cust_flag,
                    c_birth_country customer_birth_country,
                    c_login customer_login,
                    c_email_address customer_email_address,
                    d_year dyear,
                    sum((((cs_ext_list_price-cs_ext_wholesale_cost-cs_ext_discount_amt)+cs_ext_sales_price)/2)) year_total,
                    'c' sale_type
   FROM customer,
        catalog_sales,
        date_dim
   WHERE c_customer_sk = cs_bill_customer_sk
     AND cs_sold_date_sk = d_date_sk
   GROUP BY c_customer_id,
            c_first_name,
            c_last_name,
            c_preferred_cust_flag,
            c_birth_country,
            c_login,
            c_email_address,
            d_year
   UNION ALL SELECT c_customer_id customer_id,
                    c_first_name customer_first_name,
                    c_last_name customer_last_name,
                    c_preferred_cust_flag customer_preferred_cust_flag,
                    c_birth_country customer_birth_country,
                    c_login customer_login,
                    c_email_address customer_email_address,
                    d_year dyear,
                    sum((((ws_ext_list_price-ws_ext_wholesale_cost-ws_ext_discount_amt)+ws_ext_sales_price)/2)) year_total,
                    'w' sale_type
   FROM customer,
        web_sales,
        date_dim
   WHERE c_customer_sk = ws_bill_customer_sk
     AND ws_sold_date_sk = d_date_sk
   GROUP BY c_customer_id,
            c_first_name,
            c_last_name,
            c_preferred_cust_flag,
            c_birth_country,
            c_login,
            c_email_address,
            d_year)
SELECT t_s_secyear.customer_id,
       t_s_secyear.customer_first_name,
       t_s_secyear.customer_last_name,
       t_s_secyear.customer_preferred_cust_flag
FROM year_total t_s_firstyear,
     year_total t_s_secyear,
     year_total t_c_firstyear,
     year_total t_c_secyear,
     year_total t_w_firstyear,
     year_total t_w_secyear
WHERE t_s_secyear.customer_id = t_s_firstyear.customer_id
  AND t_s_firstyear.customer_id = t_c_secyear.customer_id
  AND t_s_firstyear.customer_id = t_c_firstyear.customer_id
  AND t_s_firstyear.customer_id = t_w_firstyear.customer_id
  AND t_s_firstyear.customer_id = t_w_secyear.customer_id
  AND t_s_firstyear.sale_type = 's'
  AND t_c_firstyear.sale_type = 'c'
  AND t_w_firstyear.sale_type = 'w'
  AND t_s_secyear.sale_type = 's'
  AND t_c_secyear.sale_type = 'c'
  AND t_w_secyear.sale_type = 'w'
  AND t_s_firstyear.dyear = 2001
  AND t_s_secyear.dyear = 2001+1
  AND t_c_firstyear.dyear = 2001
  AND t_c_secyear.dyear = 2001+1
  AND t_w_firstyear.dyear = 2001
  AND t_w_secyear.dyear = 2001+1
  AND t_s_firstyear.year_total > 0
  AND t_c_firstyear.year_total > 0
  AND t_w_firstyear.year_total > 0
  AND CASE
          WHEN t_c_firstyear.year_total > 0 THEN t_c_secyear.year_total / t_c_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
  AND CASE
          WHEN t_c_firstyear.year_total > 0 THEN t_c_secyear.year_total / t_c_firstyear.year_total
          ELSE NULL
      END > CASE
                WHEN t_w_firstyear.year_total > 0 THEN t_w_secyear.year_total / t_w_firstyear.year_total
                ELSE NULL
            END
ORDER BY t_s_secyear.customer_id NULLS FIRST,
         t_s_secyear.customer_first_name NULLS FIRST,
         t_s_secyear.customer_last_name NULLS FIRST,
         t_s_secyear.customer_preferred_cust_flag NULLS FIRST
LIMIT 100;