diff --git a/dev/.rat-excludes b/dev/.rat-excludes
index 67a241806d7cb69b3da5c2adfdb866eb45166648..fb582dec56d51f7899372fa821bd40561ecdb850 100644
--- a/dev/.rat-excludes
+++ b/dev/.rat-excludes
@@ -98,3 +98,4 @@ spark-deps-.*
.*csv
.*tsv
org.apache.spark.scheduler.ExternalClusterManager
+.*\.sql
diff --git a/sql/core/src/test/resources/tpcds/q1.sql b/sql/core/src/test/resources/tpcds/q1.sql
new file mode 100755
index 0000000000000000000000000000000000000000..4d20faad8ef58f9e0ebbc9cb5c0f7e3dc6c508b4
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q1.sql
@@ -0,0 +1,19 @@
+WITH customer_total_return AS
+( SELECT
+ sr_customer_sk AS ctr_customer_sk,
+ sr_store_sk AS ctr_store_sk,
+ sum(sr_return_amt) AS ctr_total_return
+ FROM store_returns, date_dim
+ WHERE sr_returned_date_sk = d_date_sk AND d_year = 2000
+ GROUP BY sr_customer_sk, sr_store_sk)
+SELECT c_customer_id
+FROM customer_total_return ctr1, store, customer
+WHERE ctr1.ctr_total_return >
+ (SELECT avg(ctr_total_return) * 1.2
+ FROM customer_total_return ctr2
+ WHERE ctr1.ctr_store_sk = ctr2.ctr_store_sk)
+ AND s_store_sk = ctr1.ctr_store_sk
+ AND s_state = 'TN'
+ AND ctr1.ctr_customer_sk = c_customer_sk
+ORDER BY c_customer_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q10.sql b/sql/core/src/test/resources/tpcds/q10.sql
new file mode 100755
index 0000000000000000000000000000000000000000..5500e1aea1552564587eaafbbd8474f8a73b1390
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q10.sql
@@ -0,0 +1,57 @@
+SELECT
+ cd_gender,
+ cd_marital_status,
+ cd_education_status,
+ count(*) cnt1,
+ cd_purchase_estimate,
+ count(*) cnt2,
+ cd_credit_rating,
+ count(*) cnt3,
+ cd_dep_count,
+ count(*) cnt4,
+ cd_dep_employed_count,
+ count(*) cnt5,
+ cd_dep_college_count,
+ count(*) cnt6
+FROM
+ customer c, customer_address ca, customer_demographics
+WHERE
+ c.c_current_addr_sk = ca.ca_address_sk AND
+ ca_county IN ('Rush County', 'Toole County', 'Jefferson County',
+ 'Dona Ana County', 'La Porte County') AND
+ cd_demo_sk = c.c_current_cdemo_sk AND
+ exists(SELECT *
+ FROM store_sales, date_dim
+ WHERE c.c_customer_sk = ss_customer_sk AND
+ ss_sold_date_sk = d_date_sk AND
+ d_year = 2002 AND
+ d_moy BETWEEN 1 AND 1 + 3) AND
+ (exists(SELECT *
+ FROM web_sales, date_dim
+ WHERE c.c_customer_sk = ws_bill_customer_sk AND
+ ws_sold_date_sk = d_date_sk AND
+ d_year = 2002 AND
+ d_moy BETWEEN 1 AND 1 + 3) OR
+ exists(SELECT *
+ FROM catalog_sales, date_dim
+ WHERE c.c_customer_sk = cs_ship_customer_sk AND
+ cs_sold_date_sk = d_date_sk AND
+ d_year = 2002 AND
+ d_moy BETWEEN 1 AND 1 + 3))
+GROUP BY cd_gender,
+ cd_marital_status,
+ cd_education_status,
+ cd_purchase_estimate,
+ cd_credit_rating,
+ cd_dep_count,
+ cd_dep_employed_count,
+ cd_dep_college_count
+ORDER BY cd_gender,
+ cd_marital_status,
+ cd_education_status,
+ cd_purchase_estimate,
+ cd_credit_rating,
+ cd_dep_count,
+ cd_dep_employed_count,
+ cd_dep_college_count
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q11.sql b/sql/core/src/test/resources/tpcds/q11.sql
new file mode 100755
index 0000000000000000000000000000000000000000..3618fb14fa39c91f42c7e493c62f6963f26fa5a0
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q11.sql
@@ -0,0 +1,68 @@
+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_discount_amt) 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
+ , d_year
+ , 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_discount_amt) 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_preferred_cust_flag
+FROM year_total t_s_firstyear
+ , year_total t_s_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_w_secyear.customer_id
+ AND t_s_firstyear.customer_id = t_w_firstyear.customer_id
+ AND t_s_firstyear.sale_type = 's'
+ AND t_w_firstyear.sale_type = 'w'
+ AND t_s_secyear.sale_type = 's'
+ AND t_w_secyear.sale_type = 'w'
+ AND t_s_firstyear.dyear = 2001
+ AND t_s_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_w_firstyear.year_total > 0
+ AND CASE WHEN t_w_firstyear.year_total > 0
+ THEN t_w_secyear.year_total / t_w_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
+ORDER BY t_s_secyear.customer_preferred_cust_flag
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q12.sql b/sql/core/src/test/resources/tpcds/q12.sql
new file mode 100755
index 0000000000000000000000000000000000000000..0382737f5aa2c0a0351fca850128efe8afdc816e
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q12.sql
@@ -0,0 +1,22 @@
+SELECT
+ i_item_desc,
+ i_category,
+ i_class,
+ i_current_price,
+ sum(ws_ext_sales_price) AS itemrevenue,
+ sum(ws_ext_sales_price) * 100 / sum(sum(ws_ext_sales_price))
+ OVER
+ (PARTITION BY i_class) AS revenueratio
+FROM
+ web_sales, item, date_dim
+WHERE
+ ws_item_sk = i_item_sk
+ AND i_category IN ('Sports', 'Books', 'Home')
+ AND ws_sold_date_sk = d_date_sk
+ AND d_date BETWEEN cast('1999-02-22' AS DATE)
+ AND (cast('1999-02-22' AS DATE) + INTERVAL 30 days)
+GROUP BY
+ i_item_id, i_item_desc, i_category, i_class, i_current_price
+ORDER BY
+ i_category, i_class, i_item_id, i_item_desc, revenueratio
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q13.sql b/sql/core/src/test/resources/tpcds/q13.sql
new file mode 100755
index 0000000000000000000000000000000000000000..32dc9e26097bad8735b3efc5b232fe8782b45142
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q13.sql
@@ -0,0 +1,49 @@
+SELECT
+ avg(ss_quantity),
+ avg(ss_ext_sales_price),
+ avg(ss_ext_wholesale_cost),
+ sum(ss_ext_wholesale_cost)
+FROM store_sales
+ , store
+ , customer_demographics
+ , household_demographics
+ , customer_address
+ , date_dim
+WHERE s_store_sk = ss_store_sk
+ AND ss_sold_date_sk = d_date_sk AND d_year = 2001
+ AND ((ss_hdemo_sk = hd_demo_sk
+ AND cd_demo_sk = ss_cdemo_sk
+ AND cd_marital_status = 'M'
+ AND cd_education_status = 'Advanced Degree'
+ AND ss_sales_price BETWEEN 100.00 AND 150.00
+ AND hd_dep_count = 3
+) OR
+ (ss_hdemo_sk = hd_demo_sk
+ AND cd_demo_sk = ss_cdemo_sk
+ AND cd_marital_status = 'S'
+ AND cd_education_status = 'College'
+ AND ss_sales_price BETWEEN 50.00 AND 100.00
+ AND hd_dep_count = 1
+ ) OR
+ (ss_hdemo_sk = hd_demo_sk
+ AND cd_demo_sk = ss_cdemo_sk
+ AND cd_marital_status = 'W'
+ AND cd_education_status = '2 yr Degree'
+ AND ss_sales_price BETWEEN 150.00 AND 200.00
+ AND hd_dep_count = 1
+ ))
+ AND ((ss_addr_sk = ca_address_sk
+ AND ca_country = 'United States'
+ AND ca_state IN ('TX', 'OH', 'TX')
+ AND ss_net_profit BETWEEN 100 AND 200
+) OR
+ (ss_addr_sk = ca_address_sk
+ AND ca_country = 'United States'
+ AND ca_state IN ('OR', 'NM', 'KY')
+ AND ss_net_profit BETWEEN 150 AND 300
+ ) OR
+ (ss_addr_sk = ca_address_sk
+ AND ca_country = 'United States'
+ AND ca_state IN ('VA', 'TX', 'MS')
+ AND ss_net_profit BETWEEN 50 AND 250
+ ))
diff --git a/sql/core/src/test/resources/tpcds/q14a.sql b/sql/core/src/test/resources/tpcds/q14a.sql
new file mode 100755
index 0000000000000000000000000000000000000000..954ddd41be0e6debd3c9485598b23eaa55d29753
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q14a.sql
@@ -0,0 +1,120 @@
+WITH cross_items AS
+(SELECT i_item_sk ss_item_sk
+ FROM item,
+ (SELECT
+ iss.i_brand_id brand_id,
+ iss.i_class_id class_id,
+ iss.i_category_id category_id
+ FROM store_sales, item iss, date_dim d1
+ WHERE ss_item_sk = iss.i_item_sk
+ AND ss_sold_date_sk = d1.d_date_sk
+ AND d1.d_year BETWEEN 1999 AND 1999 + 2
+ INTERSECT
+ SELECT
+ ics.i_brand_id,
+ ics.i_class_id,
+ ics.i_category_id
+ FROM catalog_sales, item ics, date_dim d2
+ WHERE cs_item_sk = ics.i_item_sk
+ AND cs_sold_date_sk = d2.d_date_sk
+ AND d2.d_year BETWEEN 1999 AND 1999 + 2
+ INTERSECT
+ SELECT
+ iws.i_brand_id,
+ iws.i_class_id,
+ iws.i_category_id
+ FROM web_sales, item iws, date_dim d3
+ WHERE ws_item_sk = iws.i_item_sk
+ AND ws_sold_date_sk = d3.d_date_sk
+ AND d3.d_year BETWEEN 1999 AND 1999 + 2) x
+ WHERE i_brand_id = brand_id
+ AND i_class_id = class_id
+ AND i_category_id = category_id
+),
+ avg_sales AS
+ (SELECT avg(quantity * list_price) average_sales
+ FROM (
+ SELECT
+ ss_quantity quantity,
+ ss_list_price list_price
+ FROM store_sales, date_dim
+ WHERE ss_sold_date_sk = d_date_sk
+ AND d_year BETWEEN 1999 AND 2001
+ UNION ALL
+ SELECT
+ cs_quantity quantity,
+ cs_list_price list_price
+ FROM catalog_sales, date_dim
+ WHERE cs_sold_date_sk = d_date_sk
+ AND d_year BETWEEN 1999 AND 1999 + 2
+ UNION ALL
+ SELECT
+ ws_quantity quantity,
+ ws_list_price list_price
+ FROM web_sales, date_dim
+ WHERE ws_sold_date_sk = d_date_sk
+ AND d_year BETWEEN 1999 AND 1999 + 2) x)
+SELECT
+ channel,
+ i_brand_id,
+ i_class_id,
+ i_category_id,
+ sum(sales),
+ sum(number_sales)
+FROM (
+ SELECT
+ 'store' channel,
+ i_brand_id,
+ i_class_id,
+ i_category_id,
+ sum(ss_quantity * ss_list_price) sales,
+ count(*) number_sales
+ FROM store_sales, item, date_dim
+ WHERE ss_item_sk IN (SELECT ss_item_sk
+ FROM cross_items)
+ AND ss_item_sk = i_item_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND d_year = 1999 + 2
+ AND d_moy = 11
+ GROUP BY i_brand_id, i_class_id, i_category_id
+ HAVING sum(ss_quantity * ss_list_price) > (SELECT average_sales
+ FROM avg_sales)
+ UNION ALL
+ SELECT
+ 'catalog' channel,
+ i_brand_id,
+ i_class_id,
+ i_category_id,
+ sum(cs_quantity * cs_list_price) sales,
+ count(*) number_sales
+ FROM catalog_sales, item, date_dim
+ WHERE cs_item_sk IN (SELECT ss_item_sk
+ FROM cross_items)
+ AND cs_item_sk = i_item_sk
+ AND cs_sold_date_sk = d_date_sk
+ AND d_year = 1999 + 2
+ AND d_moy = 11
+ GROUP BY i_brand_id, i_class_id, i_category_id
+ HAVING sum(cs_quantity * cs_list_price) > (SELECT average_sales FROM avg_sales)
+ UNION ALL
+ SELECT
+ 'web' channel,
+ i_brand_id,
+ i_class_id,
+ i_category_id,
+ sum(ws_quantity * ws_list_price) sales,
+ count(*) number_sales
+ FROM web_sales, item, date_dim
+ WHERE ws_item_sk IN (SELECT ss_item_sk
+ FROM cross_items)
+ AND ws_item_sk = i_item_sk
+ AND ws_sold_date_sk = d_date_sk
+ AND d_year = 1999 + 2
+ AND d_moy = 11
+ GROUP BY i_brand_id, i_class_id, i_category_id
+ HAVING sum(ws_quantity * ws_list_price) > (SELECT average_sales
+ FROM avg_sales)
+ ) y
+GROUP BY ROLLUP (channel, i_brand_id, i_class_id, i_category_id)
+ORDER BY channel, i_brand_id, i_class_id, i_category_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q14b.sql b/sql/core/src/test/resources/tpcds/q14b.sql
new file mode 100755
index 0000000000000000000000000000000000000000..929a8484bf9b4f602f8ef5ffe334a59f3354fbe3
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q14b.sql
@@ -0,0 +1,95 @@
+WITH cross_items AS
+(SELECT i_item_sk ss_item_sk
+ FROM item,
+ (SELECT
+ iss.i_brand_id brand_id,
+ iss.i_class_id class_id,
+ iss.i_category_id category_id
+ FROM store_sales, item iss, date_dim d1
+ WHERE ss_item_sk = iss.i_item_sk
+ AND ss_sold_date_sk = d1.d_date_sk
+ AND d1.d_year BETWEEN 1999 AND 1999 + 2
+ INTERSECT
+ SELECT
+ ics.i_brand_id,
+ ics.i_class_id,
+ ics.i_category_id
+ FROM catalog_sales, item ics, date_dim d2
+ WHERE cs_item_sk = ics.i_item_sk
+ AND cs_sold_date_sk = d2.d_date_sk
+ AND d2.d_year BETWEEN 1999 AND 1999 + 2
+ INTERSECT
+ SELECT
+ iws.i_brand_id,
+ iws.i_class_id,
+ iws.i_category_id
+ FROM web_sales, item iws, date_dim d3
+ WHERE ws_item_sk = iws.i_item_sk
+ AND ws_sold_date_sk = d3.d_date_sk
+ AND d3.d_year BETWEEN 1999 AND 1999 + 2) x
+ WHERE i_brand_id = brand_id
+ AND i_class_id = class_id
+ AND i_category_id = category_id
+),
+ avg_sales AS
+ (SELECT avg(quantity * list_price) average_sales
+ FROM (SELECT
+ ss_quantity quantity,
+ ss_list_price list_price
+ FROM store_sales, date_dim
+ WHERE ss_sold_date_sk = d_date_sk AND d_year BETWEEN 1999 AND 1999 + 2
+ UNION ALL
+ SELECT
+ cs_quantity quantity,
+ cs_list_price list_price
+ FROM catalog_sales, date_dim
+ WHERE cs_sold_date_sk = d_date_sk AND d_year BETWEEN 1999 AND 1999 + 2
+ UNION ALL
+ SELECT
+ ws_quantity quantity,
+ ws_list_price list_price
+ FROM web_sales, date_dim
+ WHERE ws_sold_date_sk = d_date_sk AND d_year BETWEEN 1999 AND 1999 + 2) x)
+SELECT *
+FROM
+ (SELECT
+ 'store' channel,
+ i_brand_id,
+ i_class_id,
+ i_category_id,
+ sum(ss_quantity * ss_list_price) sales,
+ count(*) number_sales
+ FROM store_sales, item, date_dim
+ WHERE ss_item_sk IN (SELECT ss_item_sk
+ FROM cross_items)
+ AND ss_item_sk = i_item_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND d_week_seq = (SELECT d_week_seq
+ FROM date_dim
+ WHERE d_year = 1999 + 1 AND d_moy = 12 AND d_dom = 11)
+ GROUP BY i_brand_id, i_class_id, i_category_id
+ HAVING sum(ss_quantity * ss_list_price) > (SELECT average_sales
+ FROM avg_sales)) this_year,
+ (SELECT
+ 'store' channel,
+ i_brand_id,
+ i_class_id,
+ i_category_id,
+ sum(ss_quantity * ss_list_price) sales,
+ count(*) number_sales
+ FROM store_sales, item, date_dim
+ WHERE ss_item_sk IN (SELECT ss_item_sk
+ FROM cross_items)
+ AND ss_item_sk = i_item_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND d_week_seq = (SELECT d_week_seq
+ FROM date_dim
+ WHERE d_year = 1999 AND d_moy = 12 AND d_dom = 11)
+ GROUP BY i_brand_id, i_class_id, i_category_id
+ HAVING sum(ss_quantity * ss_list_price) > (SELECT average_sales
+ FROM avg_sales)) last_year
+WHERE this_year.i_brand_id = last_year.i_brand_id
+ AND this_year.i_class_id = last_year.i_class_id
+ AND this_year.i_category_id = last_year.i_category_id
+ORDER BY this_year.channel, this_year.i_brand_id, this_year.i_class_id, this_year.i_category_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q15.sql b/sql/core/src/test/resources/tpcds/q15.sql
new file mode 100755
index 0000000000000000000000000000000000000000..b8182e23b019531e619e0f328ddc9ada8cfd1b99
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q15.sql
@@ -0,0 +1,15 @@
+SELECT
+ ca_zip,
+ sum(cs_sales_price)
+FROM catalog_sales, customer, customer_address, date_dim
+WHERE cs_bill_customer_sk = c_customer_sk
+ AND c_current_addr_sk = ca_address_sk
+ AND (substr(ca_zip, 1, 5) IN ('85669', '86197', '88274', '83405', '86475',
+ '85392', '85460', '80348', '81792')
+ OR ca_state IN ('CA', 'WA', 'GA')
+ OR cs_sales_price > 500)
+ AND cs_sold_date_sk = d_date_sk
+ AND d_qoy = 2 AND d_year = 2001
+GROUP BY ca_zip
+ORDER BY ca_zip
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q16.sql b/sql/core/src/test/resources/tpcds/q16.sql
new file mode 100755
index 0000000000000000000000000000000000000000..732ad0d84807181e208a65f8d0408664b16edca8
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q16.sql
@@ -0,0 +1,23 @@
+SELECT
+ count(DISTINCT cs_order_number) AS `order count `,
+ sum(cs_ext_ship_cost) AS `total shipping cost `,
+ sum(cs_net_profit) AS `total net profit `
+FROM
+ catalog_sales cs1, date_dim, customer_address, call_center
+WHERE
+ d_date BETWEEN '2002-02-01' AND (CAST('2002-02-01' AS DATE) + INTERVAL 60 days)
+ AND cs1.cs_ship_date_sk = d_date_sk
+ AND cs1.cs_ship_addr_sk = ca_address_sk
+ AND ca_state = 'GA'
+ AND cs1.cs_call_center_sk = cc_call_center_sk
+ AND cc_county IN
+ ('Williamson County', 'Williamson County', 'Williamson County', 'Williamson County', 'Williamson County')
+ AND EXISTS(SELECT *
+ FROM catalog_sales cs2
+ WHERE cs1.cs_order_number = cs2.cs_order_number
+ AND cs1.cs_warehouse_sk <> cs2.cs_warehouse_sk)
+ AND NOT EXISTS(SELECT *
+ FROM catalog_returns cr1
+ WHERE cs1.cs_order_number = cr1.cr_order_number)
+ORDER BY count(DISTINCT cs_order_number)
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q17.sql b/sql/core/src/test/resources/tpcds/q17.sql
new file mode 100755
index 0000000000000000000000000000000000000000..4d647f795600494f88523bfe39f157e2a6edbe96
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q17.sql
@@ -0,0 +1,33 @@
+SELECT
+ i_item_id,
+ i_item_desc,
+ s_state,
+ count(ss_quantity) AS store_sales_quantitycount,
+ avg(ss_quantity) AS store_sales_quantityave,
+ stddev_samp(ss_quantity) AS store_sales_quantitystdev,
+ stddev_samp(ss_quantity) / avg(ss_quantity) AS store_sales_quantitycov,
+ count(sr_return_quantity) as_store_returns_quantitycount,
+ avg(sr_return_quantity) as_store_returns_quantityave,
+ stddev_samp(sr_return_quantity) as_store_returns_quantitystdev,
+ stddev_samp(sr_return_quantity) / avg(sr_return_quantity) AS store_returns_quantitycov,
+ count(cs_quantity) AS catalog_sales_quantitycount,
+ avg(cs_quantity) AS catalog_sales_quantityave,
+ stddev_samp(cs_quantity) / avg(cs_quantity) AS catalog_sales_quantitystdev,
+ stddev_samp(cs_quantity) / avg(cs_quantity) AS catalog_sales_quantitycov
+FROM store_sales, store_returns, catalog_sales, date_dim d1, date_dim d2, date_dim d3, store, item
+WHERE d1.d_quarter_name = '2001Q1'
+ AND d1.d_date_sk = ss_sold_date_sk
+ AND i_item_sk = ss_item_sk
+ AND s_store_sk = ss_store_sk
+ AND ss_customer_sk = sr_customer_sk
+ AND ss_item_sk = sr_item_sk
+ AND ss_ticket_number = sr_ticket_number
+ AND sr_returned_date_sk = d2.d_date_sk
+ AND d2.d_quarter_name IN ('2001Q1', '2001Q2', '2001Q3')
+ AND sr_customer_sk = cs_bill_customer_sk
+ AND sr_item_sk = cs_item_sk
+ AND cs_sold_date_sk = d3.d_date_sk
+ AND d3.d_quarter_name IN ('2001Q1', '2001Q2', '2001Q3')
+GROUP BY i_item_id, i_item_desc, s_state
+ORDER BY i_item_id, i_item_desc, s_state
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q18.sql b/sql/core/src/test/resources/tpcds/q18.sql
new file mode 100755
index 0000000000000000000000000000000000000000..4055c80fdef51063b0fdce504fbc29051154359f
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q18.sql
@@ -0,0 +1,28 @@
+SELECT
+ i_item_id,
+ ca_country,
+ ca_state,
+ ca_county,
+ avg(cast(cs_quantity AS DECIMAL(12, 2))) agg1,
+ avg(cast(cs_list_price AS DECIMAL(12, 2))) agg2,
+ avg(cast(cs_coupon_amt AS DECIMAL(12, 2))) agg3,
+ avg(cast(cs_sales_price AS DECIMAL(12, 2))) agg4,
+ avg(cast(cs_net_profit AS DECIMAL(12, 2))) agg5,
+ avg(cast(c_birth_year AS DECIMAL(12, 2))) agg6,
+ avg(cast(cd1.cd_dep_count AS DECIMAL(12, 2))) agg7
+FROM catalog_sales, customer_demographics cd1,
+ customer_demographics cd2, customer, customer_address, date_dim, item
+WHERE cs_sold_date_sk = d_date_sk AND
+ cs_item_sk = i_item_sk AND
+ cs_bill_cdemo_sk = cd1.cd_demo_sk AND
+ cs_bill_customer_sk = c_customer_sk AND
+ cd1.cd_gender = 'F' AND
+ cd1.cd_education_status = 'Unknown' AND
+ c_current_cdemo_sk = cd2.cd_demo_sk AND
+ c_current_addr_sk = ca_address_sk AND
+ c_birth_month IN (1, 6, 8, 9, 12, 2) AND
+ d_year = 1998 AND
+ ca_state IN ('MS', 'IN', 'ND', 'OK', 'NM', 'VA', 'MS')
+GROUP BY ROLLUP (i_item_id, ca_country, ca_state, ca_county)
+ORDER BY ca_country, ca_state, ca_county, i_item_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q19.sql b/sql/core/src/test/resources/tpcds/q19.sql
new file mode 100755
index 0000000000000000000000000000000000000000..e38ab7f2683f4be01ce5b9782d2fbbf014de9436
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q19.sql
@@ -0,0 +1,19 @@
+SELECT
+ i_brand_id brand_id,
+ i_brand brand,
+ i_manufact_id,
+ i_manufact,
+ sum(ss_ext_sales_price) ext_price
+FROM date_dim, store_sales, item, customer, customer_address, store
+WHERE d_date_sk = ss_sold_date_sk
+ AND ss_item_sk = i_item_sk
+ AND i_manager_id = 8
+ AND d_moy = 11
+ AND d_year = 1998
+ AND ss_customer_sk = c_customer_sk
+ AND c_current_addr_sk = ca_address_sk
+ AND substr(ca_zip, 1, 5) <> substr(s_zip, 1, 5)
+ AND ss_store_sk = s_store_sk
+GROUP BY i_brand, i_brand_id, i_manufact_id, i_manufact
+ORDER BY ext_price DESC, brand, brand_id, i_manufact_id, i_manufact
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q2.sql b/sql/core/src/test/resources/tpcds/q2.sql
new file mode 100755
index 0000000000000000000000000000000000000000..52c0e90c467407c0359427026dad4f0c28d283b0
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q2.sql
@@ -0,0 +1,81 @@
+WITH wscs AS
+( SELECT
+ sold_date_sk,
+ sales_price
+ FROM (SELECT
+ ws_sold_date_sk sold_date_sk,
+ ws_ext_sales_price sales_price
+ FROM web_sales) x
+ UNION ALL
+ (SELECT
+ cs_sold_date_sk sold_date_sk,
+ cs_ext_sales_price sales_price
+ FROM catalog_sales)),
+ wswscs AS
+ ( SELECT
+ d_week_seq,
+ sum(CASE WHEN (d_day_name = 'Sunday')
+ THEN sales_price
+ ELSE NULL END)
+ sun_sales,
+ sum(CASE WHEN (d_day_name = 'Monday')
+ THEN sales_price
+ ELSE NULL END)
+ mon_sales,
+ sum(CASE WHEN (d_day_name = 'Tuesday')
+ THEN sales_price
+ ELSE NULL END)
+ tue_sales,
+ sum(CASE WHEN (d_day_name = 'Wednesday')
+ THEN sales_price
+ ELSE NULL END)
+ wed_sales,
+ sum(CASE WHEN (d_day_name = 'Thursday')
+ THEN sales_price
+ ELSE NULL END)
+ thu_sales,
+ sum(CASE WHEN (d_day_name = 'Friday')
+ THEN sales_price
+ ELSE NULL END)
+ fri_sales,
+ sum(CASE WHEN (d_day_name = 'Saturday')
+ THEN sales_price
+ ELSE NULL END)
+ sat_sales
+ FROM wscs, date_dim
+ WHERE d_date_sk = sold_date_sk
+ GROUP BY d_week_seq)
+SELECT
+ d_week_seq1,
+ round(sun_sales1 / sun_sales2, 2),
+ round(mon_sales1 / mon_sales2, 2),
+ round(tue_sales1 / tue_sales2, 2),
+ round(wed_sales1 / wed_sales2, 2),
+ round(thu_sales1 / thu_sales2, 2),
+ round(fri_sales1 / fri_sales2, 2),
+ round(sat_sales1 / sat_sales2, 2)
+FROM
+ (SELECT
+ wswscs.d_week_seq d_week_seq1,
+ sun_sales sun_sales1,
+ mon_sales mon_sales1,
+ tue_sales tue_sales1,
+ wed_sales wed_sales1,
+ thu_sales thu_sales1,
+ fri_sales fri_sales1,
+ sat_sales sat_sales1
+ FROM wswscs, date_dim
+ WHERE date_dim.d_week_seq = wswscs.d_week_seq AND d_year = 2001) y,
+ (SELECT
+ wswscs.d_week_seq d_week_seq2,
+ sun_sales sun_sales2,
+ mon_sales mon_sales2,
+ tue_sales tue_sales2,
+ wed_sales wed_sales2,
+ thu_sales thu_sales2,
+ fri_sales fri_sales2,
+ sat_sales sat_sales2
+ FROM wswscs, date_dim
+ WHERE date_dim.d_week_seq = wswscs.d_week_seq AND d_year = 2001 + 1) z
+WHERE d_week_seq1 = d_week_seq2 - 53
+ORDER BY d_week_seq1
diff --git a/sql/core/src/test/resources/tpcds/q20.sql b/sql/core/src/test/resources/tpcds/q20.sql
new file mode 100755
index 0000000000000000000000000000000000000000..7ac6c7a75d8ea789b566f0f16d8198cc70fae1df
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q20.sql
@@ -0,0 +1,18 @@
+SELECT
+ i_item_desc,
+ i_category,
+ i_class,
+ i_current_price,
+ sum(cs_ext_sales_price) AS itemrevenue,
+ sum(cs_ext_sales_price) * 100 / sum(sum(cs_ext_sales_price))
+ OVER
+ (PARTITION BY i_class) AS revenueratio
+FROM catalog_sales, item, date_dim
+WHERE cs_item_sk = i_item_sk
+ AND i_category IN ('Sports', 'Books', 'Home')
+ AND cs_sold_date_sk = d_date_sk
+ AND d_date BETWEEN cast('1999-02-22' AS DATE)
+AND (cast('1999-02-22' AS DATE) + INTERVAL 30 days)
+GROUP BY i_item_id, i_item_desc, i_category, i_class, i_current_price
+ORDER BY i_category, i_class, i_item_id, i_item_desc, revenueratio
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q21.sql b/sql/core/src/test/resources/tpcds/q21.sql
new file mode 100755
index 0000000000000000000000000000000000000000..550881143f8099e82688da5424ed393ea6ec6d5b
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q21.sql
@@ -0,0 +1,25 @@
+SELECT *
+FROM (
+ SELECT
+ w_warehouse_name,
+ i_item_id,
+ sum(CASE WHEN (cast(d_date AS DATE) < cast('2000-03-11' AS DATE))
+ THEN inv_quantity_on_hand
+ ELSE 0 END) AS inv_before,
+ sum(CASE WHEN (cast(d_date AS DATE) >= cast('2000-03-11' AS DATE))
+ THEN inv_quantity_on_hand
+ ELSE 0 END) AS inv_after
+ FROM inventory, warehouse, item, date_dim
+ WHERE i_current_price BETWEEN 0.99 AND 1.49
+ AND i_item_sk = inv_item_sk
+ AND inv_warehouse_sk = w_warehouse_sk
+ AND inv_date_sk = d_date_sk
+ AND d_date BETWEEN (cast('2000-03-11' AS DATE) - INTERVAL 30 days)
+ AND (cast('2000-03-11' AS DATE) + INTERVAL 30 days)
+ GROUP BY w_warehouse_name, i_item_id) x
+WHERE (CASE WHEN inv_before > 0
+ THEN inv_after / inv_before
+ ELSE NULL
+ END) BETWEEN 2.0 / 3.0 AND 3.0 / 2.0
+ORDER BY w_warehouse_name, i_item_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q22.sql b/sql/core/src/test/resources/tpcds/q22.sql
new file mode 100755
index 0000000000000000000000000000000000000000..add3b41f7c76c6e61b0dcaf1717d6eebc15c744f
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q22.sql
@@ -0,0 +1,14 @@
+SELECT
+ i_product_name,
+ i_brand,
+ i_class,
+ i_category,
+ avg(inv_quantity_on_hand) qoh
+FROM inventory, date_dim, item, warehouse
+WHERE inv_date_sk = d_date_sk
+ AND inv_item_sk = i_item_sk
+ AND inv_warehouse_sk = w_warehouse_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11
+GROUP BY ROLLUP (i_product_name, i_brand, i_class, i_category)
+ORDER BY qoh, i_product_name, i_brand, i_class, i_category
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q23a.sql b/sql/core/src/test/resources/tpcds/q23a.sql
new file mode 100755
index 0000000000000000000000000000000000000000..37791f643375ccaa5532007edfa13bef5a5d1c84
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q23a.sql
@@ -0,0 +1,53 @@
+WITH frequent_ss_items AS
+(SELECT
+ substr(i_item_desc, 1, 30) itemdesc,
+ i_item_sk item_sk,
+ d_date solddate,
+ count(*) cnt
+ FROM store_sales, date_dim, item
+ WHERE ss_sold_date_sk = d_date_sk
+ AND ss_item_sk = i_item_sk
+ AND d_year IN (2000, 2000 + 1, 2000 + 2, 2000 + 3)
+ GROUP BY substr(i_item_desc, 1, 30), i_item_sk, d_date
+ HAVING count(*) > 4),
+ max_store_sales AS
+ (SELECT max(csales) tpcds_cmax
+ FROM (SELECT
+ c_customer_sk,
+ sum(ss_quantity * ss_sales_price) csales
+ FROM store_sales, customer, date_dim
+ WHERE ss_customer_sk = c_customer_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND d_year IN (2000, 2000 + 1, 2000 + 2, 2000 + 3)
+ GROUP BY c_customer_sk) x),
+ best_ss_customer AS
+ (SELECT
+ c_customer_sk,
+ sum(ss_quantity * ss_sales_price) ssales
+ FROM store_sales, customer
+ WHERE ss_customer_sk = c_customer_sk
+ GROUP BY c_customer_sk
+ HAVING sum(ss_quantity * ss_sales_price) > (50 / 100.0) *
+ (SELECT *
+ FROM max_store_sales))
+SELECT sum(sales)
+FROM ((SELECT cs_quantity * cs_list_price sales
+FROM catalog_sales, date_dim
+WHERE d_year = 2000
+ AND d_moy = 2
+ AND cs_sold_date_sk = d_date_sk
+ AND cs_item_sk IN (SELECT item_sk
+FROM frequent_ss_items)
+ AND cs_bill_customer_sk IN (SELECT c_customer_sk
+FROM best_ss_customer))
+ UNION ALL
+ (SELECT ws_quantity * ws_list_price sales
+ FROM web_sales, date_dim
+ WHERE d_year = 2000
+ AND d_moy = 2
+ AND ws_sold_date_sk = d_date_sk
+ AND ws_item_sk IN (SELECT item_sk
+ FROM frequent_ss_items)
+ AND ws_bill_customer_sk IN (SELECT c_customer_sk
+ FROM best_ss_customer))) y
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q23b.sql b/sql/core/src/test/resources/tpcds/q23b.sql
new file mode 100755
index 0000000000000000000000000000000000000000..01150197af2ba0405bbf70af22df860def8e3a17
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q23b.sql
@@ -0,0 +1,68 @@
+WITH frequent_ss_items AS
+(SELECT
+ substr(i_item_desc, 1, 30) itemdesc,
+ i_item_sk item_sk,
+ d_date solddate,
+ count(*) cnt
+ FROM store_sales, date_dim, item
+ WHERE ss_sold_date_sk = d_date_sk
+ AND ss_item_sk = i_item_sk
+ AND d_year IN (2000, 2000 + 1, 2000 + 2, 2000 + 3)
+ GROUP BY substr(i_item_desc, 1, 30), i_item_sk, d_date
+ HAVING count(*) > 4),
+ max_store_sales AS
+ (SELECT max(csales) tpcds_cmax
+ FROM (SELECT
+ c_customer_sk,
+ sum(ss_quantity * ss_sales_price) csales
+ FROM store_sales, customer, date_dim
+ WHERE ss_customer_sk = c_customer_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND d_year IN (2000, 2000 + 1, 2000 + 2, 2000 + 3)
+ GROUP BY c_customer_sk) x),
+ best_ss_customer AS
+ (SELECT
+ c_customer_sk,
+ sum(ss_quantity * ss_sales_price) ssales
+ FROM store_sales
+ , customer
+ WHERE ss_customer_sk = c_customer_sk
+ GROUP BY c_customer_sk
+ HAVING sum(ss_quantity * ss_sales_price) > (50 / 100.0) *
+ (SELECT *
+ FROM max_store_sales))
+SELECT
+ c_last_name,
+ c_first_name,
+ sales
+FROM ((SELECT
+ c_last_name,
+ c_first_name,
+ sum(cs_quantity * cs_list_price) sales
+FROM catalog_sales, customer, date_dim
+WHERE d_year = 2000
+ AND d_moy = 2
+ AND cs_sold_date_sk = d_date_sk
+ AND cs_item_sk IN (SELECT item_sk
+FROM frequent_ss_items)
+ AND cs_bill_customer_sk IN (SELECT c_customer_sk
+FROM best_ss_customer)
+ AND cs_bill_customer_sk = c_customer_sk
+GROUP BY c_last_name, c_first_name)
+ UNION ALL
+ (SELECT
+ c_last_name,
+ c_first_name,
+ sum(ws_quantity * ws_list_price) sales
+ FROM web_sales, customer, date_dim
+ WHERE d_year = 2000
+ AND d_moy = 2
+ AND ws_sold_date_sk = d_date_sk
+ AND ws_item_sk IN (SELECT item_sk
+ FROM frequent_ss_items)
+ AND ws_bill_customer_sk IN (SELECT c_customer_sk
+ FROM best_ss_customer)
+ AND ws_bill_customer_sk = c_customer_sk
+ GROUP BY c_last_name, c_first_name)) y
+ORDER BY c_last_name, c_first_name, sales
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q24a.sql b/sql/core/src/test/resources/tpcds/q24a.sql
new file mode 100755
index 0000000000000000000000000000000000000000..bcc189486634da0b24ba98b7a13c793a15083dac
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q24a.sql
@@ -0,0 +1,34 @@
+WITH ssales AS
+(SELECT
+ c_last_name,
+ c_first_name,
+ s_store_name,
+ ca_state,
+ s_state,
+ i_color,
+ i_current_price,
+ i_manager_id,
+ i_units,
+ i_size,
+ sum(ss_net_paid) netpaid
+ FROM store_sales, store_returns, store, item, customer, customer_address
+ WHERE ss_ticket_number = sr_ticket_number
+ AND ss_item_sk = sr_item_sk
+ AND ss_customer_sk = c_customer_sk
+ AND ss_item_sk = i_item_sk
+ AND ss_store_sk = s_store_sk
+ AND c_birth_country = upper(ca_country)
+ AND s_zip = ca_zip
+ AND s_market_id = 8
+ GROUP BY c_last_name, c_first_name, s_store_name, ca_state, s_state, i_color,
+ i_current_price, i_manager_id, i_units, i_size)
+SELECT
+ c_last_name,
+ c_first_name,
+ s_store_name,
+ sum(netpaid) paid
+FROM ssales
+WHERE i_color = 'pale'
+GROUP BY c_last_name, c_first_name, s_store_name
+HAVING sum(netpaid) > (SELECT 0.05 * avg(netpaid)
+FROM ssales)
diff --git a/sql/core/src/test/resources/tpcds/q24b.sql b/sql/core/src/test/resources/tpcds/q24b.sql
new file mode 100755
index 0000000000000000000000000000000000000000..830eb670bcdd220c8ed938292d13e05ba46ec0fb
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q24b.sql
@@ -0,0 +1,34 @@
+WITH ssales AS
+(SELECT
+ c_last_name,
+ c_first_name,
+ s_store_name,
+ ca_state,
+ s_state,
+ i_color,
+ i_current_price,
+ i_manager_id,
+ i_units,
+ i_size,
+ sum(ss_net_paid) netpaid
+ FROM store_sales, store_returns, store, item, customer, customer_address
+ WHERE ss_ticket_number = sr_ticket_number
+ AND ss_item_sk = sr_item_sk
+ AND ss_customer_sk = c_customer_sk
+ AND ss_item_sk = i_item_sk
+ AND ss_store_sk = s_store_sk
+ AND c_birth_country = upper(ca_country)
+ AND s_zip = ca_zip
+ AND s_market_id = 8
+ GROUP BY c_last_name, c_first_name, s_store_name, ca_state, s_state,
+ i_color, i_current_price, i_manager_id, i_units, i_size)
+SELECT
+ c_last_name,
+ c_first_name,
+ s_store_name,
+ sum(netpaid) paid
+FROM ssales
+WHERE i_color = 'chiffon'
+GROUP BY c_last_name, c_first_name, s_store_name
+HAVING sum(netpaid) > (SELECT 0.05 * avg(netpaid)
+FROM ssales)
diff --git a/sql/core/src/test/resources/tpcds/q25.sql b/sql/core/src/test/resources/tpcds/q25.sql
new file mode 100755
index 0000000000000000000000000000000000000000..a4d78a3c56adc4ae0fcf15677d270d6553a9b954
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q25.sql
@@ -0,0 +1,33 @@
+SELECT
+ i_item_id,
+ i_item_desc,
+ s_store_id,
+ s_store_name,
+ sum(ss_net_profit) AS store_sales_profit,
+ sum(sr_net_loss) AS store_returns_loss,
+ sum(cs_net_profit) AS catalog_sales_profit
+FROM
+ store_sales, store_returns, catalog_sales, date_dim d1, date_dim d2, date_dim d3,
+ store, item
+WHERE
+ d1.d_moy = 4
+ AND d1.d_year = 2001
+ AND d1.d_date_sk = ss_sold_date_sk
+ AND i_item_sk = ss_item_sk
+ AND s_store_sk = ss_store_sk
+ AND ss_customer_sk = sr_customer_sk
+ AND ss_item_sk = sr_item_sk
+ AND ss_ticket_number = sr_ticket_number
+ AND sr_returned_date_sk = d2.d_date_sk
+ AND d2.d_moy BETWEEN 4 AND 10
+ AND d2.d_year = 2001
+ AND sr_customer_sk = cs_bill_customer_sk
+ AND sr_item_sk = cs_item_sk
+ AND cs_sold_date_sk = d3.d_date_sk
+ AND d3.d_moy BETWEEN 4 AND 10
+ AND d3.d_year = 2001
+GROUP BY
+ i_item_id, i_item_desc, s_store_id, s_store_name
+ORDER BY
+ i_item_id, i_item_desc, s_store_id, s_store_name
+LIMIT 100
\ No newline at end of file
diff --git a/sql/core/src/test/resources/tpcds/q26.sql b/sql/core/src/test/resources/tpcds/q26.sql
new file mode 100755
index 0000000000000000000000000000000000000000..6d395a1d791dd2a0eae8b538130e55df7eda20b0
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q26.sql
@@ -0,0 +1,19 @@
+SELECT
+ i_item_id,
+ avg(cs_quantity) agg1,
+ avg(cs_list_price) agg2,
+ avg(cs_coupon_amt) agg3,
+ avg(cs_sales_price) agg4
+FROM catalog_sales, customer_demographics, date_dim, item, promotion
+WHERE cs_sold_date_sk = d_date_sk AND
+ cs_item_sk = i_item_sk AND
+ cs_bill_cdemo_sk = cd_demo_sk AND
+ cs_promo_sk = p_promo_sk AND
+ cd_gender = 'M' AND
+ cd_marital_status = 'S' AND
+ cd_education_status = 'College' AND
+ (p_channel_email = 'N' OR p_channel_event = 'N') AND
+ d_year = 2000
+GROUP BY i_item_id
+ORDER BY i_item_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q27.sql b/sql/core/src/test/resources/tpcds/q27.sql
new file mode 100755
index 0000000000000000000000000000000000000000..b0e2fd95fd159f972ee5ccc62d414c28c13f8751
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q27.sql
@@ -0,0 +1,21 @@
+SELECT
+ i_item_id,
+ s_state,
+ grouping(s_state) g_state,
+ avg(ss_quantity) agg1,
+ avg(ss_list_price) agg2,
+ avg(ss_coupon_amt) agg3,
+ avg(ss_sales_price) agg4
+FROM store_sales, customer_demographics, date_dim, store, item
+WHERE ss_sold_date_sk = d_date_sk AND
+ ss_item_sk = i_item_sk AND
+ ss_store_sk = s_store_sk AND
+ ss_cdemo_sk = cd_demo_sk AND
+ cd_gender = 'M' AND
+ cd_marital_status = 'S' AND
+ cd_education_status = 'College' AND
+ d_year = 2002 AND
+ s_state IN ('TN', 'TN', 'TN', 'TN', 'TN', 'TN')
+GROUP BY ROLLUP (i_item_id, s_state)
+ORDER BY i_item_id, s_state
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q28.sql b/sql/core/src/test/resources/tpcds/q28.sql
new file mode 100755
index 0000000000000000000000000000000000000000..f34c2bb0e34e102371c776797b08bd8ac293a836
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q28.sql
@@ -0,0 +1,56 @@
+SELECT *
+FROM (SELECT
+ avg(ss_list_price) B1_LP,
+ count(ss_list_price) B1_CNT,
+ count(DISTINCT ss_list_price) B1_CNTD
+FROM store_sales
+WHERE ss_quantity BETWEEN 0 AND 5
+ AND (ss_list_price BETWEEN 8 AND 8 + 10
+ OR ss_coupon_amt BETWEEN 459 AND 459 + 1000
+ OR ss_wholesale_cost BETWEEN 57 AND 57 + 20)) B1,
+ (SELECT
+ avg(ss_list_price) B2_LP,
+ count(ss_list_price) B2_CNT,
+ count(DISTINCT ss_list_price) B2_CNTD
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 6 AND 10
+ AND (ss_list_price BETWEEN 90 AND 90 + 10
+ OR ss_coupon_amt BETWEEN 2323 AND 2323 + 1000
+ OR ss_wholesale_cost BETWEEN 31 AND 31 + 20)) B2,
+ (SELECT
+ avg(ss_list_price) B3_LP,
+ count(ss_list_price) B3_CNT,
+ count(DISTINCT ss_list_price) B3_CNTD
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 11 AND 15
+ AND (ss_list_price BETWEEN 142 AND 142 + 10
+ OR ss_coupon_amt BETWEEN 12214 AND 12214 + 1000
+ OR ss_wholesale_cost BETWEEN 79 AND 79 + 20)) B3,
+ (SELECT
+ avg(ss_list_price) B4_LP,
+ count(ss_list_price) B4_CNT,
+ count(DISTINCT ss_list_price) B4_CNTD
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 16 AND 20
+ AND (ss_list_price BETWEEN 135 AND 135 + 10
+ OR ss_coupon_amt BETWEEN 6071 AND 6071 + 1000
+ OR ss_wholesale_cost BETWEEN 38 AND 38 + 20)) B4,
+ (SELECT
+ avg(ss_list_price) B5_LP,
+ count(ss_list_price) B5_CNT,
+ count(DISTINCT ss_list_price) B5_CNTD
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 21 AND 25
+ AND (ss_list_price BETWEEN 122 AND 122 + 10
+ OR ss_coupon_amt BETWEEN 836 AND 836 + 1000
+ OR ss_wholesale_cost BETWEEN 17 AND 17 + 20)) B5,
+ (SELECT
+ avg(ss_list_price) B6_LP,
+ count(ss_list_price) B6_CNT,
+ count(DISTINCT ss_list_price) B6_CNTD
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 26 AND 30
+ AND (ss_list_price BETWEEN 154 AND 154 + 10
+ OR ss_coupon_amt BETWEEN 7326 AND 7326 + 1000
+ OR ss_wholesale_cost BETWEEN 7 AND 7 + 20)) B6
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q29.sql b/sql/core/src/test/resources/tpcds/q29.sql
new file mode 100755
index 0000000000000000000000000000000000000000..3f1fd553f6da8aca54667c1f6854ded0d5bd922a
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q29.sql
@@ -0,0 +1,32 @@
+SELECT
+ i_item_id,
+ i_item_desc,
+ s_store_id,
+ s_store_name,
+ sum(ss_quantity) AS store_sales_quantity,
+ sum(sr_return_quantity) AS store_returns_quantity,
+ sum(cs_quantity) AS catalog_sales_quantity
+FROM
+ store_sales, store_returns, catalog_sales, date_dim d1, date_dim d2,
+ date_dim d3, store, item
+WHERE
+ d1.d_moy = 9
+ AND d1.d_year = 1999
+ AND d1.d_date_sk = ss_sold_date_sk
+ AND i_item_sk = ss_item_sk
+ AND s_store_sk = ss_store_sk
+ AND ss_customer_sk = sr_customer_sk
+ AND ss_item_sk = sr_item_sk
+ AND ss_ticket_number = sr_ticket_number
+ AND sr_returned_date_sk = d2.d_date_sk
+ AND d2.d_moy BETWEEN 9 AND 9 + 3
+ AND d2.d_year = 1999
+ AND sr_customer_sk = cs_bill_customer_sk
+ AND sr_item_sk = cs_item_sk
+ AND cs_sold_date_sk = d3.d_date_sk
+ AND d3.d_year IN (1999, 1999 + 1, 1999 + 2)
+GROUP BY
+ i_item_id, i_item_desc, s_store_id, s_store_name
+ORDER BY
+ i_item_id, i_item_desc, s_store_id, s_store_name
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q3.sql b/sql/core/src/test/resources/tpcds/q3.sql
new file mode 100755
index 0000000000000000000000000000000000000000..181509df9deb7db5bca35835746d1504e08d7839
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q3.sql
@@ -0,0 +1,13 @@
+SELECT
+ dt.d_year,
+ item.i_brand_id brand_id,
+ item.i_brand brand,
+ SUM(ss_ext_sales_price) sum_agg
+FROM date_dim dt, store_sales, item
+WHERE dt.d_date_sk = store_sales.ss_sold_date_sk
+ AND store_sales.ss_item_sk = item.i_item_sk
+ AND item.i_manufact_id = 128
+ AND dt.d_moy = 11
+GROUP BY dt.d_year, item.i_brand, item.i_brand_id
+ORDER BY dt.d_year, sum_agg DESC, brand_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q30.sql b/sql/core/src/test/resources/tpcds/q30.sql
new file mode 100755
index 0000000000000000000000000000000000000000..986bef566d2c866016b38add326460e5e1050e51
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q30.sql
@@ -0,0 +1,35 @@
+WITH customer_total_return AS
+(SELECT
+ wr_returning_customer_sk AS ctr_customer_sk,
+ ca_state AS ctr_state,
+ sum(wr_return_amt) AS ctr_total_return
+ FROM web_returns, date_dim, customer_address
+ WHERE wr_returned_date_sk = d_date_sk
+ AND d_year = 2002
+ AND wr_returning_addr_sk = ca_address_sk
+ GROUP BY wr_returning_customer_sk, ca_state)
+SELECT
+ c_customer_id,
+ c_salutation,
+ c_first_name,
+ c_last_name,
+ c_preferred_cust_flag,
+ c_birth_day,
+ c_birth_month,
+ c_birth_year,
+ c_birth_country,
+ c_login,
+ c_email_address,
+ c_last_review_date,
+ ctr_total_return
+FROM customer_total_return ctr1, customer_address, customer
+WHERE ctr1.ctr_total_return > (SELECT avg(ctr_total_return) * 1.2
+FROM customer_total_return ctr2
+WHERE ctr1.ctr_state = ctr2.ctr_state)
+ AND ca_address_sk = c_current_addr_sk
+ AND ca_state = 'GA'
+ AND ctr1.ctr_customer_sk = c_customer_sk
+ORDER BY c_customer_id, c_salutation, c_first_name, c_last_name, c_preferred_cust_flag
+ , c_birth_day, c_birth_month, c_birth_year, c_birth_country, c_login, c_email_address
+ , c_last_review_date, ctr_total_return
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q31.sql b/sql/core/src/test/resources/tpcds/q31.sql
new file mode 100755
index 0000000000000000000000000000000000000000..3e543d54364072eaeed7e23b3d062f1728e7d974
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q31.sql
@@ -0,0 +1,60 @@
+WITH ss AS
+(SELECT
+ ca_county,
+ d_qoy,
+ d_year,
+ sum(ss_ext_sales_price) AS store_sales
+ FROM store_sales, date_dim, customer_address
+ WHERE ss_sold_date_sk = d_date_sk
+ AND ss_addr_sk = ca_address_sk
+ GROUP BY ca_county, d_qoy, d_year),
+ ws AS
+ (SELECT
+ ca_county,
+ d_qoy,
+ d_year,
+ sum(ws_ext_sales_price) AS web_sales
+ FROM web_sales, date_dim, customer_address
+ WHERE ws_sold_date_sk = d_date_sk
+ AND ws_bill_addr_sk = ca_address_sk
+ GROUP BY ca_county, d_qoy, d_year)
+SELECT
+ ss1.ca_county,
+ ss1.d_year,
+ ws2.web_sales / ws1.web_sales web_q1_q2_increase,
+ ss2.store_sales / ss1.store_sales store_q1_q2_increase,
+ ws3.web_sales / ws2.web_sales web_q2_q3_increase,
+ ss3.store_sales / ss2.store_sales store_q2_q3_increase
+FROM
+ ss ss1, ss ss2, ss ss3, ws ws1, ws ws2, ws ws3
+WHERE
+ ss1.d_qoy = 1
+ AND ss1.d_year = 2000
+ AND ss1.ca_county = ss2.ca_county
+ AND ss2.d_qoy = 2
+ AND ss2.d_year = 2000
+ AND ss2.ca_county = ss3.ca_county
+ AND ss3.d_qoy = 3
+ AND ss3.d_year = 2000
+ AND ss1.ca_county = ws1.ca_county
+ AND ws1.d_qoy = 1
+ AND ws1.d_year = 2000
+ AND ws1.ca_county = ws2.ca_county
+ AND ws2.d_qoy = 2
+ AND ws2.d_year = 2000
+ AND ws1.ca_county = ws3.ca_county
+ AND ws3.d_qoy = 3
+ AND ws3.d_year = 2000
+ AND CASE WHEN ws1.web_sales > 0
+ THEN ws2.web_sales / ws1.web_sales
+ ELSE NULL END
+ > CASE WHEN ss1.store_sales > 0
+ THEN ss2.store_sales / ss1.store_sales
+ ELSE NULL END
+ AND CASE WHEN ws2.web_sales > 0
+ THEN ws3.web_sales / ws2.web_sales
+ ELSE NULL END
+ > CASE WHEN ss2.store_sales > 0
+ THEN ss3.store_sales / ss2.store_sales
+ ELSE NULL END
+ORDER BY ss1.ca_county
diff --git a/sql/core/src/test/resources/tpcds/q32.sql b/sql/core/src/test/resources/tpcds/q32.sql
new file mode 100755
index 0000000000000000000000000000000000000000..1a907961e74bbeebbaaf470df8ac43a9a1050c35
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q32.sql
@@ -0,0 +1,15 @@
+SELECT 1 AS `excess discount amount `
+FROM
+ catalog_sales, item, date_dim
+WHERE
+ i_manufact_id = 977
+ AND i_item_sk = cs_item_sk
+ AND d_date BETWEEN '2000-01-27' AND (cast('2000-01-27' AS DATE) + interval 90 days)
+ AND d_date_sk = cs_sold_date_sk
+ AND cs_ext_discount_amt > (
+ SELECT 1.3 * avg(cs_ext_discount_amt)
+ FROM catalog_sales, date_dim
+ WHERE cs_item_sk = i_item_sk
+ AND d_date BETWEEN '2000-01-27]' AND (cast('2000-01-27' AS DATE) + interval 90 days)
+ AND d_date_sk = cs_sold_date_sk)
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q33.sql b/sql/core/src/test/resources/tpcds/q33.sql
new file mode 100755
index 0000000000000000000000000000000000000000..d24856aa5c1eb7417640421f7a1b73ac99e015e8
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q33.sql
@@ -0,0 +1,65 @@
+WITH ss AS (
+ SELECT
+ i_manufact_id,
+ sum(ss_ext_sales_price) total_sales
+ FROM
+ store_sales, date_dim, customer_address, item
+ WHERE
+ i_manufact_id IN (SELECT i_manufact_id
+ FROM item
+ WHERE i_category IN ('Electronics'))
+ AND ss_item_sk = i_item_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND d_year = 1998
+ AND d_moy = 5
+ AND ss_addr_sk = ca_address_sk
+ AND ca_gmt_offset = -5
+ GROUP BY i_manufact_id), cs AS
+(SELECT
+ i_manufact_id,
+ sum(cs_ext_sales_price) total_sales
+ FROM catalog_sales, date_dim, customer_address, item
+ WHERE
+ i_manufact_id IN (
+ SELECT i_manufact_id
+ FROM item
+ WHERE
+ i_category IN ('Electronics'))
+ AND cs_item_sk = i_item_sk
+ AND cs_sold_date_sk = d_date_sk
+ AND d_year = 1998
+ AND d_moy = 5
+ AND cs_bill_addr_sk = ca_address_sk
+ AND ca_gmt_offset = -5
+ GROUP BY i_manufact_id),
+ ws AS (
+ SELECT
+ i_manufact_id,
+ sum(ws_ext_sales_price) total_sales
+ FROM
+ web_sales, date_dim, customer_address, item
+ WHERE
+ i_manufact_id IN (SELECT i_manufact_id
+ FROM item
+ WHERE i_category IN ('Electronics'))
+ AND ws_item_sk = i_item_sk
+ AND ws_sold_date_sk = d_date_sk
+ AND d_year = 1998
+ AND d_moy = 5
+ AND ws_bill_addr_sk = ca_address_sk
+ AND ca_gmt_offset = -5
+ GROUP BY i_manufact_id)
+SELECT
+ i_manufact_id,
+ sum(total_sales) total_sales
+FROM (SELECT *
+ FROM ss
+ UNION ALL
+ SELECT *
+ FROM cs
+ UNION ALL
+ SELECT *
+ FROM ws) tmp1
+GROUP BY i_manufact_id
+ORDER BY total_sales
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q34.sql b/sql/core/src/test/resources/tpcds/q34.sql
new file mode 100755
index 0000000000000000000000000000000000000000..33396bf16e574390fb9abcd6b3fb657fdb0131ec
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q34.sql
@@ -0,0 +1,32 @@
+SELECT
+ c_last_name,
+ c_first_name,
+ c_salutation,
+ c_preferred_cust_flag,
+ ss_ticket_number,
+ cnt
+FROM
+ (SELECT
+ ss_ticket_number,
+ ss_customer_sk,
+ count(*) cnt
+ FROM store_sales, date_dim, store, household_demographics
+ WHERE store_sales.ss_sold_date_sk = date_dim.d_date_sk
+ AND store_sales.ss_store_sk = store.s_store_sk
+ AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND (date_dim.d_dom BETWEEN 1 AND 3 OR date_dim.d_dom BETWEEN 25 AND 28)
+ AND (household_demographics.hd_buy_potential = '>10000' OR
+ household_demographics.hd_buy_potential = 'unknown')
+ AND household_demographics.hd_vehicle_count > 0
+ AND (CASE WHEN household_demographics.hd_vehicle_count > 0
+ THEN household_demographics.hd_dep_count / household_demographics.hd_vehicle_count
+ ELSE NULL
+ END) > 1.2
+ AND date_dim.d_year IN (1999, 1999 + 1, 1999 + 2)
+ AND store.s_county IN
+ ('Williamson County', 'Williamson County', 'Williamson County', 'Williamson County',
+ 'Williamson County', 'Williamson County', 'Williamson County', 'Williamson County')
+ GROUP BY ss_ticket_number, ss_customer_sk) dn, customer
+WHERE ss_customer_sk = c_customer_sk
+ AND cnt BETWEEN 15 AND 20
+ORDER BY c_last_name, c_first_name, c_salutation, c_preferred_cust_flag DESC
diff --git a/sql/core/src/test/resources/tpcds/q35.sql b/sql/core/src/test/resources/tpcds/q35.sql
new file mode 100755
index 0000000000000000000000000000000000000000..cfe4342d8be865a420585a1f8580db3f15925c07
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q35.sql
@@ -0,0 +1,46 @@
+SELECT
+ ca_state,
+ cd_gender,
+ cd_marital_status,
+ count(*) cnt1,
+ min(cd_dep_count),
+ max(cd_dep_count),
+ avg(cd_dep_count),
+ cd_dep_employed_count,
+ count(*) cnt2,
+ min(cd_dep_employed_count),
+ max(cd_dep_employed_count),
+ avg(cd_dep_employed_count),
+ cd_dep_college_count,
+ count(*) cnt3,
+ min(cd_dep_college_count),
+ max(cd_dep_college_count),
+ avg(cd_dep_college_count)
+FROM
+ customer c, customer_address ca, customer_demographics
+WHERE
+ c.c_current_addr_sk = ca.ca_address_sk AND
+ cd_demo_sk = c.c_current_cdemo_sk AND
+ exists(SELECT *
+ FROM store_sales, date_dim
+ WHERE c.c_customer_sk = ss_customer_sk AND
+ ss_sold_date_sk = d_date_sk AND
+ d_year = 2002 AND
+ d_qoy < 4) AND
+ (exists(SELECT *
+ FROM web_sales, date_dim
+ WHERE c.c_customer_sk = ws_bill_customer_sk AND
+ ws_sold_date_sk = d_date_sk AND
+ d_year = 2002 AND
+ d_qoy < 4) OR
+ exists(SELECT *
+ FROM catalog_sales, date_dim
+ WHERE c.c_customer_sk = cs_ship_customer_sk AND
+ cs_sold_date_sk = d_date_sk AND
+ d_year = 2002 AND
+ d_qoy < 4))
+GROUP BY ca_state, cd_gender, cd_marital_status, cd_dep_count,
+ cd_dep_employed_count, cd_dep_college_count
+ORDER BY ca_state, cd_gender, cd_marital_status, cd_dep_count,
+ cd_dep_employed_count, cd_dep_college_count
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q36.sql b/sql/core/src/test/resources/tpcds/q36.sql
new file mode 100755
index 0000000000000000000000000000000000000000..a8f93df76a34b01f22c8753295c5745f9671d90e
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q36.sql
@@ -0,0 +1,26 @@
+SELECT
+ sum(ss_net_profit) / sum(ss_ext_sales_price) AS gross_margin,
+ i_category,
+ i_class,
+ grouping(i_category) + grouping(i_class) AS lochierarchy,
+ rank()
+ OVER (
+ PARTITION BY grouping(i_category) + grouping(i_class),
+ CASE WHEN grouping(i_class) = 0
+ THEN i_category END
+ ORDER BY sum(ss_net_profit) / sum(ss_ext_sales_price) ASC) AS rank_within_parent
+FROM
+ store_sales, date_dim d1, item, store
+WHERE
+ d1.d_year = 2001
+ AND d1.d_date_sk = ss_sold_date_sk
+ AND i_item_sk = ss_item_sk
+ AND s_store_sk = ss_store_sk
+ AND s_state IN ('TN', 'TN', 'TN', 'TN', 'TN', 'TN', 'TN', 'TN')
+GROUP BY ROLLUP (i_category, i_class)
+ORDER BY
+ lochierarchy DESC
+ , CASE WHEN lochierarchy = 0
+ THEN i_category END
+ , rank_within_parent
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q37.sql b/sql/core/src/test/resources/tpcds/q37.sql
new file mode 100755
index 0000000000000000000000000000000000000000..11b3821fa48b8737710abaf4b30882d0083e0dd0
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q37.sql
@@ -0,0 +1,15 @@
+SELECT
+ i_item_id,
+ i_item_desc,
+ i_current_price
+FROM item, inventory, date_dim, catalog_sales
+WHERE i_current_price BETWEEN 68 AND 68 + 30
+ AND inv_item_sk = i_item_sk
+ AND d_date_sk = inv_date_sk
+ AND d_date BETWEEN cast('2000-02-01' AS DATE) AND (cast('2000-02-01' AS DATE) + INTERVAL 60 days)
+ AND i_manufact_id IN (677, 940, 694, 808)
+ AND inv_quantity_on_hand BETWEEN 100 AND 500
+ AND cs_item_sk = i_item_sk
+GROUP BY i_item_id, i_item_desc, i_current_price
+ORDER BY i_item_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q38.sql b/sql/core/src/test/resources/tpcds/q38.sql
new file mode 100755
index 0000000000000000000000000000000000000000..1c8d53ee2bbfc04fb392c430a6b80a11e05bdb5d
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q38.sql
@@ -0,0 +1,30 @@
+SELECT count(*)
+FROM (
+ SELECT DISTINCT
+ c_last_name,
+ c_first_name,
+ d_date
+ FROM store_sales, date_dim, customer
+ WHERE store_sales.ss_sold_date_sk = date_dim.d_date_sk
+ AND store_sales.ss_customer_sk = customer.c_customer_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11
+ INTERSECT
+ SELECT DISTINCT
+ c_last_name,
+ c_first_name,
+ d_date
+ FROM catalog_sales, date_dim, customer
+ WHERE catalog_sales.cs_sold_date_sk = date_dim.d_date_sk
+ AND catalog_sales.cs_bill_customer_sk = customer.c_customer_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11
+ INTERSECT
+ SELECT DISTINCT
+ c_last_name,
+ c_first_name,
+ d_date
+ FROM web_sales, date_dim, customer
+ WHERE web_sales.ws_sold_date_sk = date_dim.d_date_sk
+ AND web_sales.ws_bill_customer_sk = customer.c_customer_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11
+ ) hot_cust
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q39a.sql b/sql/core/src/test/resources/tpcds/q39a.sql
new file mode 100755
index 0000000000000000000000000000000000000000..9fc4c1701cf211c2fa6f53ecc0138cf9e1f0c9e1
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q39a.sql
@@ -0,0 +1,47 @@
+WITH inv AS
+(SELECT
+ w_warehouse_name,
+ w_warehouse_sk,
+ i_item_sk,
+ d_moy,
+ stdev,
+ mean,
+ CASE mean
+ WHEN 0
+ THEN NULL
+ ELSE stdev / mean END cov
+ FROM (SELECT
+ w_warehouse_name,
+ w_warehouse_sk,
+ i_item_sk,
+ d_moy,
+ stddev_samp(inv_quantity_on_hand) stdev,
+ avg(inv_quantity_on_hand) mean
+ FROM inventory, item, warehouse, date_dim
+ WHERE inv_item_sk = i_item_sk
+ AND inv_warehouse_sk = w_warehouse_sk
+ AND inv_date_sk = d_date_sk
+ AND d_year = 2001
+ GROUP BY w_warehouse_name, w_warehouse_sk, i_item_sk, d_moy) foo
+ WHERE CASE mean
+ WHEN 0
+ THEN 0
+ ELSE stdev / mean END > 1)
+SELECT
+ inv1.w_warehouse_sk,
+ inv1.i_item_sk,
+ inv1.d_moy,
+ inv1.mean,
+ inv1.cov,
+ inv2.w_warehouse_sk,
+ inv2.i_item_sk,
+ inv2.d_moy,
+ inv2.mean,
+ inv2.cov
+FROM inv inv1, inv inv2
+WHERE inv1.i_item_sk = inv2.i_item_sk
+ AND inv1.w_warehouse_sk = inv2.w_warehouse_sk
+ AND inv1.d_moy = 1
+ AND inv2.d_moy = 1 + 1
+ORDER BY inv1.w_warehouse_sk, inv1.i_item_sk, inv1.d_moy, inv1.mean, inv1.cov
+ , inv2.d_moy, inv2.mean, inv2.cov
diff --git a/sql/core/src/test/resources/tpcds/q39b.sql b/sql/core/src/test/resources/tpcds/q39b.sql
new file mode 100755
index 0000000000000000000000000000000000000000..6f8493029fab4d981ea9ae01502e61ff5abd1557
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q39b.sql
@@ -0,0 +1,48 @@
+WITH inv AS
+(SELECT
+ w_warehouse_name,
+ w_warehouse_sk,
+ i_item_sk,
+ d_moy,
+ stdev,
+ mean,
+ CASE mean
+ WHEN 0
+ THEN NULL
+ ELSE stdev / mean END cov
+ FROM (SELECT
+ w_warehouse_name,
+ w_warehouse_sk,
+ i_item_sk,
+ d_moy,
+ stddev_samp(inv_quantity_on_hand) stdev,
+ avg(inv_quantity_on_hand) mean
+ FROM inventory, item, warehouse, date_dim
+ WHERE inv_item_sk = i_item_sk
+ AND inv_warehouse_sk = w_warehouse_sk
+ AND inv_date_sk = d_date_sk
+ AND d_year = 2001
+ GROUP BY w_warehouse_name, w_warehouse_sk, i_item_sk, d_moy) foo
+ WHERE CASE mean
+ WHEN 0
+ THEN 0
+ ELSE stdev / mean END > 1)
+SELECT
+ inv1.w_warehouse_sk,
+ inv1.i_item_sk,
+ inv1.d_moy,
+ inv1.mean,
+ inv1.cov,
+ inv2.w_warehouse_sk,
+ inv2.i_item_sk,
+ inv2.d_moy,
+ inv2.mean,
+ inv2.cov
+FROM inv inv1, inv inv2
+WHERE inv1.i_item_sk = inv2.i_item_sk
+ AND inv1.w_warehouse_sk = inv2.w_warehouse_sk
+ AND inv1.d_moy = 1
+ AND inv2.d_moy = 1 + 1
+ AND inv1.cov > 1.5
+ORDER BY inv1.w_warehouse_sk, inv1.i_item_sk, inv1.d_moy, inv1.mean, inv1.cov
+ , inv2.d_moy, inv2.mean, inv2.cov
diff --git a/sql/core/src/test/resources/tpcds/q4.sql b/sql/core/src/test/resources/tpcds/q4.sql
new file mode 100755
index 0000000000000000000000000000000000000000..b9f27fbc9a4a6855e16026bc4dff46538c62b488
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q4.sql
@@ -0,0 +1,120 @@
+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,
+ t_s_secyear.customer_birth_country,
+ t_s_secyear.customer_login,
+ t_s_secyear.customer_email_address
+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,
+ t_s_secyear.customer_first_name,
+ t_s_secyear.customer_last_name,
+ t_s_secyear.customer_preferred_cust_flag,
+ t_s_secyear.customer_birth_country,
+ t_s_secyear.customer_login,
+ t_s_secyear.customer_email_address
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q40.sql b/sql/core/src/test/resources/tpcds/q40.sql
new file mode 100755
index 0000000000000000000000000000000000000000..66d8b73ac1c1510b00fc0948b7b3ffb927618680
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q40.sql
@@ -0,0 +1,25 @@
+SELECT
+ w_state,
+ i_item_id,
+ sum(CASE WHEN (cast(d_date AS DATE) < cast('2000-03-11' AS DATE))
+ THEN cs_sales_price - coalesce(cr_refunded_cash, 0)
+ ELSE 0 END) AS sales_before,
+ sum(CASE WHEN (cast(d_date AS DATE) >= cast('2000-03-11' AS DATE))
+ THEN cs_sales_price - coalesce(cr_refunded_cash, 0)
+ ELSE 0 END) AS sales_after
+FROM
+ catalog_sales
+ LEFT OUTER JOIN catalog_returns ON
+ (cs_order_number = cr_order_number
+ AND cs_item_sk = cr_item_sk)
+ , warehouse, item, date_dim
+WHERE
+ i_current_price BETWEEN 0.99 AND 1.49
+ AND i_item_sk = cs_item_sk
+ AND cs_warehouse_sk = w_warehouse_sk
+ AND cs_sold_date_sk = d_date_sk
+ AND d_date BETWEEN (cast('2000-03-11' AS DATE) - INTERVAL 30 days)
+ AND (cast('2000-03-11' AS DATE) + INTERVAL 30 days)
+GROUP BY w_state, i_item_id
+ORDER BY w_state, i_item_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q41.sql b/sql/core/src/test/resources/tpcds/q41.sql
new file mode 100755
index 0000000000000000000000000000000000000000..25e317e0e201a74e5911b195d3cb0de15c254ccb
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q41.sql
@@ -0,0 +1,49 @@
+SELECT DISTINCT (i_product_name)
+FROM item i1
+WHERE i_manufact_id BETWEEN 738 AND 738 + 40
+ AND (SELECT count(*) AS item_cnt
+FROM item
+WHERE (i_manufact = i1.i_manufact AND
+ ((i_category = 'Women' AND
+ (i_color = 'powder' OR i_color = 'khaki') AND
+ (i_units = 'Ounce' OR i_units = 'Oz') AND
+ (i_size = 'medium' OR i_size = 'extra large')
+ ) OR
+ (i_category = 'Women' AND
+ (i_color = 'brown' OR i_color = 'honeydew') AND
+ (i_units = 'Bunch' OR i_units = 'Ton') AND
+ (i_size = 'N/A' OR i_size = 'small')
+ ) OR
+ (i_category = 'Men' AND
+ (i_color = 'floral' OR i_color = 'deep') AND
+ (i_units = 'N/A' OR i_units = 'Dozen') AND
+ (i_size = 'petite' OR i_size = 'large')
+ ) OR
+ (i_category = 'Men' AND
+ (i_color = 'light' OR i_color = 'cornflower') AND
+ (i_units = 'Box' OR i_units = 'Pound') AND
+ (i_size = 'medium' OR i_size = 'extra large')
+ ))) OR
+ (i_manufact = i1.i_manufact AND
+ ((i_category = 'Women' AND
+ (i_color = 'midnight' OR i_color = 'snow') AND
+ (i_units = 'Pallet' OR i_units = 'Gross') AND
+ (i_size = 'medium' OR i_size = 'extra large')
+ ) OR
+ (i_category = 'Women' AND
+ (i_color = 'cyan' OR i_color = 'papaya') AND
+ (i_units = 'Cup' OR i_units = 'Dram') AND
+ (i_size = 'N/A' OR i_size = 'small')
+ ) OR
+ (i_category = 'Men' AND
+ (i_color = 'orange' OR i_color = 'frosted') AND
+ (i_units = 'Each' OR i_units = 'Tbl') AND
+ (i_size = 'petite' OR i_size = 'large')
+ ) OR
+ (i_category = 'Men' AND
+ (i_color = 'forest' OR i_color = 'ghost') AND
+ (i_units = 'Lb' OR i_units = 'Bundle') AND
+ (i_size = 'medium' OR i_size = 'extra large')
+ )))) > 0
+ORDER BY i_product_name
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q42.sql b/sql/core/src/test/resources/tpcds/q42.sql
new file mode 100755
index 0000000000000000000000000000000000000000..4d2e71760d8701c2235ff85471c3953188e97f95
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q42.sql
@@ -0,0 +1,18 @@
+SELECT
+ dt.d_year,
+ item.i_category_id,
+ item.i_category,
+ sum(ss_ext_sales_price)
+FROM date_dim dt, store_sales, item
+WHERE dt.d_date_sk = store_sales.ss_sold_date_sk
+ AND store_sales.ss_item_sk = item.i_item_sk
+ AND item.i_manager_id = 1
+ AND dt.d_moy = 11
+ AND dt.d_year = 2000
+GROUP BY dt.d_year
+ , item.i_category_id
+ , item.i_category
+ORDER BY sum(ss_ext_sales_price) DESC, dt.d_year
+ , item.i_category_id
+ , item.i_category
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q43.sql b/sql/core/src/test/resources/tpcds/q43.sql
new file mode 100755
index 0000000000000000000000000000000000000000..45411772c1b54322567d808a736948d1a961f460
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q43.sql
@@ -0,0 +1,33 @@
+SELECT
+ s_store_name,
+ s_store_id,
+ sum(CASE WHEN (d_day_name = 'Sunday')
+ THEN ss_sales_price
+ ELSE NULL END) sun_sales,
+ sum(CASE WHEN (d_day_name = 'Monday')
+ THEN ss_sales_price
+ ELSE NULL END) mon_sales,
+ sum(CASE WHEN (d_day_name = 'Tuesday')
+ THEN ss_sales_price
+ ELSE NULL END) tue_sales,
+ sum(CASE WHEN (d_day_name = 'Wednesday')
+ THEN ss_sales_price
+ ELSE NULL END) wed_sales,
+ sum(CASE WHEN (d_day_name = 'Thursday')
+ THEN ss_sales_price
+ ELSE NULL END) thu_sales,
+ sum(CASE WHEN (d_day_name = 'Friday')
+ THEN ss_sales_price
+ ELSE NULL END) fri_sales,
+ sum(CASE WHEN (d_day_name = 'Saturday')
+ THEN ss_sales_price
+ ELSE NULL END) sat_sales
+FROM date_dim, store_sales, store
+WHERE d_date_sk = ss_sold_date_sk AND
+ s_store_sk = ss_store_sk AND
+ s_gmt_offset = -5 AND
+ d_year = 2000
+GROUP BY s_store_name, s_store_id
+ORDER BY s_store_name, s_store_id, sun_sales, mon_sales, tue_sales, wed_sales,
+ thu_sales, fri_sales, sat_sales
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q44.sql b/sql/core/src/test/resources/tpcds/q44.sql
new file mode 100755
index 0000000000000000000000000000000000000000..379e604788625c31e910ee261a45de84ec3286c2
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q44.sql
@@ -0,0 +1,46 @@
+SELECT
+ asceding.rnk,
+ i1.i_product_name best_performing,
+ i2.i_product_name worst_performing
+FROM (SELECT *
+FROM (SELECT
+ item_sk,
+ rank()
+ OVER (
+ ORDER BY rank_col ASC) rnk
+FROM (SELECT
+ ss_item_sk item_sk,
+ avg(ss_net_profit) rank_col
+FROM store_sales ss1
+WHERE ss_store_sk = 4
+GROUP BY ss_item_sk
+HAVING avg(ss_net_profit) > 0.9 * (SELECT avg(ss_net_profit) rank_col
+FROM store_sales
+WHERE ss_store_sk = 4
+ AND ss_addr_sk IS NULL
+GROUP BY ss_store_sk)) V1) V11
+WHERE rnk < 11) asceding,
+ (SELECT *
+ FROM (SELECT
+ item_sk,
+ rank()
+ OVER (
+ ORDER BY rank_col DESC) rnk
+ FROM (SELECT
+ ss_item_sk item_sk,
+ avg(ss_net_profit) rank_col
+ FROM store_sales ss1
+ WHERE ss_store_sk = 4
+ GROUP BY ss_item_sk
+ HAVING avg(ss_net_profit) > 0.9 * (SELECT avg(ss_net_profit) rank_col
+ FROM store_sales
+ WHERE ss_store_sk = 4
+ AND ss_addr_sk IS NULL
+ GROUP BY ss_store_sk)) V2) V21
+ WHERE rnk < 11) descending,
+ item i1, item i2
+WHERE asceding.rnk = descending.rnk
+ AND i1.i_item_sk = asceding.item_sk
+ AND i2.i_item_sk = descending.item_sk
+ORDER BY asceding.rnk
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q45.sql b/sql/core/src/test/resources/tpcds/q45.sql
new file mode 100755
index 0000000000000000000000000000000000000000..907438f196c4c9403a6d52f0a1e9c175d0866a81
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q45.sql
@@ -0,0 +1,21 @@
+SELECT
+ ca_zip,
+ ca_city,
+ sum(ws_sales_price)
+FROM web_sales, customer, customer_address, date_dim, item
+WHERE ws_bill_customer_sk = c_customer_sk
+ AND c_current_addr_sk = ca_address_sk
+ AND ws_item_sk = i_item_sk
+ AND (substr(ca_zip, 1, 5) IN
+ ('85669', '86197', '88274', '83405', '86475', '85392', '85460', '80348', '81792')
+ OR
+ i_item_id IN (SELECT i_item_id
+ FROM item
+ WHERE i_item_sk IN (2, 3, 5, 7, 11, 13, 17, 19, 23, 29)
+ )
+)
+ AND ws_sold_date_sk = d_date_sk
+ AND d_qoy = 2 AND d_year = 2001
+GROUP BY ca_zip, ca_city
+ORDER BY ca_zip, ca_city
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q46.sql b/sql/core/src/test/resources/tpcds/q46.sql
new file mode 100755
index 0000000000000000000000000000000000000000..0911677dff206b72d72f2a95a28226174b102be7
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q46.sql
@@ -0,0 +1,32 @@
+SELECT
+ c_last_name,
+ c_first_name,
+ ca_city,
+ bought_city,
+ ss_ticket_number,
+ amt,
+ profit
+FROM
+ (SELECT
+ ss_ticket_number,
+ ss_customer_sk,
+ ca_city bought_city,
+ sum(ss_coupon_amt) amt,
+ sum(ss_net_profit) profit
+ FROM store_sales, date_dim, store, household_demographics, customer_address
+ WHERE store_sales.ss_sold_date_sk = date_dim.d_date_sk
+ AND store_sales.ss_store_sk = store.s_store_sk
+ AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND store_sales.ss_addr_sk = customer_address.ca_address_sk
+ AND (household_demographics.hd_dep_count = 4 OR
+ household_demographics.hd_vehicle_count = 3)
+ AND date_dim.d_dow IN (6, 0)
+ AND date_dim.d_year IN (1999, 1999 + 1, 1999 + 2)
+ AND store.s_city IN ('Fairview', 'Midway', 'Fairview', 'Fairview', 'Fairview')
+ GROUP BY ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city) dn, customer,
+ customer_address current_addr
+WHERE ss_customer_sk = c_customer_sk
+ AND customer.c_current_addr_sk = current_addr.ca_address_sk
+ AND current_addr.ca_city <> bought_city
+ORDER BY c_last_name, c_first_name, ca_city, bought_city, ss_ticket_number
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q47.sql b/sql/core/src/test/resources/tpcds/q47.sql
new file mode 100755
index 0000000000000000000000000000000000000000..cfc37a4cece667b53bc1ebe07d38a68470ad78be
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q47.sql
@@ -0,0 +1,63 @@
+WITH v1 AS (
+ SELECT
+ i_category,
+ i_brand,
+ s_store_name,
+ s_company_name,
+ d_year,
+ d_moy,
+ sum(ss_sales_price) sum_sales,
+ avg(sum(ss_sales_price))
+ OVER
+ (PARTITION BY i_category, i_brand,
+ s_store_name, s_company_name, d_year)
+ avg_monthly_sales,
+ rank()
+ OVER
+ (PARTITION BY i_category, i_brand,
+ s_store_name, s_company_name
+ ORDER BY d_year, d_moy) rn
+ FROM item, store_sales, date_dim, store
+ WHERE ss_item_sk = i_item_sk AND
+ ss_sold_date_sk = d_date_sk AND
+ ss_store_sk = s_store_sk AND
+ (
+ d_year = 1999 OR
+ (d_year = 1999 - 1 AND d_moy = 12) OR
+ (d_year = 1999 + 1 AND d_moy = 1)
+ )
+ GROUP BY i_category, i_brand,
+ s_store_name, s_company_name,
+ d_year, d_moy),
+ v2 AS (
+ SELECT
+ v1.i_category,
+ v1.i_brand,
+ v1.s_store_name,
+ v1.s_company_name,
+ v1.d_year,
+ v1.d_moy,
+ v1.avg_monthly_sales,
+ v1.sum_sales,
+ v1_lag.sum_sales psum,
+ v1_lead.sum_sales nsum
+ FROM v1, v1 v1_lag, v1 v1_lead
+ WHERE v1.i_category = v1_lag.i_category AND
+ v1.i_category = v1_lead.i_category AND
+ v1.i_brand = v1_lag.i_brand AND
+ v1.i_brand = v1_lead.i_brand AND
+ v1.s_store_name = v1_lag.s_store_name AND
+ v1.s_store_name = v1_lead.s_store_name AND
+ v1.s_company_name = v1_lag.s_company_name AND
+ v1.s_company_name = v1_lead.s_company_name AND
+ v1.rn = v1_lag.rn + 1 AND
+ v1.rn = v1_lead.rn - 1)
+SELECT *
+FROM v2
+WHERE d_year = 1999 AND
+ avg_monthly_sales > 0 AND
+ CASE WHEN avg_monthly_sales > 0
+ THEN abs(sum_sales - avg_monthly_sales) / avg_monthly_sales
+ ELSE NULL END > 0.1
+ORDER BY sum_sales - avg_monthly_sales, 3
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q48.sql b/sql/core/src/test/resources/tpcds/q48.sql
new file mode 100755
index 0000000000000000000000000000000000000000..fdb9f38e294f7ffe08f1e2b32fb72c10486a1587
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q48.sql
@@ -0,0 +1,63 @@
+SELECT sum(ss_quantity)
+FROM store_sales, store, customer_demographics, customer_address, date_dim
+WHERE s_store_sk = ss_store_sk
+ AND ss_sold_date_sk = d_date_sk AND d_year = 2001
+ AND
+ (
+ (
+ cd_demo_sk = ss_cdemo_sk
+ AND
+ cd_marital_status = 'M'
+ AND
+ cd_education_status = '4 yr Degree'
+ AND
+ ss_sales_price BETWEEN 100.00 AND 150.00
+ )
+ OR
+ (
+ cd_demo_sk = ss_cdemo_sk
+ AND
+ cd_marital_status = 'D'
+ AND
+ cd_education_status = '2 yr Degree'
+ AND
+ ss_sales_price BETWEEN 50.00 AND 100.00
+ )
+ OR
+ (
+ cd_demo_sk = ss_cdemo_sk
+ AND
+ cd_marital_status = 'S'
+ AND
+ cd_education_status = 'College'
+ AND
+ ss_sales_price BETWEEN 150.00 AND 200.00
+ )
+ )
+ AND
+ (
+ (
+ ss_addr_sk = ca_address_sk
+ AND
+ ca_country = 'United States'
+ AND
+ ca_state IN ('CO', 'OH', 'TX')
+ AND ss_net_profit BETWEEN 0 AND 2000
+ )
+ OR
+ (ss_addr_sk = ca_address_sk
+ AND
+ ca_country = 'United States'
+ AND
+ ca_state IN ('OR', 'MN', 'KY')
+ AND ss_net_profit BETWEEN 150 AND 3000
+ )
+ OR
+ (ss_addr_sk = ca_address_sk
+ AND
+ ca_country = 'United States'
+ AND
+ ca_state IN ('VA', 'CA', 'MS')
+ AND ss_net_profit BETWEEN 50 AND 25000
+ )
+ )
diff --git a/sql/core/src/test/resources/tpcds/q49.sql b/sql/core/src/test/resources/tpcds/q49.sql
new file mode 100755
index 0000000000000000000000000000000000000000..9568d8b92d10a10dd417a99565df636cb1d07569
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q49.sql
@@ -0,0 +1,126 @@
+SELECT
+ 'web' AS channel,
+ web.item,
+ web.return_ratio,
+ web.return_rank,
+ web.currency_rank
+FROM (
+ SELECT
+ item,
+ return_ratio,
+ currency_ratio,
+ rank()
+ OVER (
+ ORDER BY return_ratio) AS return_rank,
+ rank()
+ OVER (
+ ORDER BY currency_ratio) AS currency_rank
+ FROM
+ (SELECT
+ ws.ws_item_sk AS item,
+ (cast(sum(coalesce(wr.wr_return_quantity, 0)) AS DECIMAL(15, 4)) /
+ cast(sum(coalesce(ws.ws_quantity, 0)) AS DECIMAL(15, 4))) AS return_ratio,
+ (cast(sum(coalesce(wr.wr_return_amt, 0)) AS DECIMAL(15, 4)) /
+ cast(sum(coalesce(ws.ws_net_paid, 0)) AS DECIMAL(15, 4))) AS currency_ratio
+ FROM
+ web_sales ws LEFT OUTER JOIN web_returns wr
+ ON (ws.ws_order_number = wr.wr_order_number AND
+ ws.ws_item_sk = wr.wr_item_sk)
+ , date_dim
+ WHERE
+ wr.wr_return_amt > 10000
+ AND ws.ws_net_profit > 1
+ AND ws.ws_net_paid > 0
+ AND ws.ws_quantity > 0
+ AND ws_sold_date_sk = d_date_sk
+ AND d_year = 2001
+ AND d_moy = 12
+ GROUP BY ws.ws_item_sk
+ ) in_web
+ ) web
+WHERE (web.return_rank <= 10 OR web.currency_rank <= 10)
+UNION
+SELECT
+ 'catalog' AS channel,
+ catalog.item,
+ catalog.return_ratio,
+ catalog.return_rank,
+ catalog.currency_rank
+FROM (
+ SELECT
+ item,
+ return_ratio,
+ currency_ratio,
+ rank()
+ OVER (
+ ORDER BY return_ratio) AS return_rank,
+ rank()
+ OVER (
+ ORDER BY currency_ratio) AS currency_rank
+ FROM
+ (SELECT
+ cs.cs_item_sk AS item,
+ (cast(sum(coalesce(cr.cr_return_quantity, 0)) AS DECIMAL(15, 4)) /
+ cast(sum(coalesce(cs.cs_quantity, 0)) AS DECIMAL(15, 4))) AS return_ratio,
+ (cast(sum(coalesce(cr.cr_return_amount, 0)) AS DECIMAL(15, 4)) /
+ cast(sum(coalesce(cs.cs_net_paid, 0)) AS DECIMAL(15, 4))) AS currency_ratio
+ FROM
+ catalog_sales cs LEFT OUTER JOIN catalog_returns cr
+ ON (cs.cs_order_number = cr.cr_order_number AND
+ cs.cs_item_sk = cr.cr_item_sk)
+ , date_dim
+ WHERE
+ cr.cr_return_amount > 10000
+ AND cs.cs_net_profit > 1
+ AND cs.cs_net_paid > 0
+ AND cs.cs_quantity > 0
+ AND cs_sold_date_sk = d_date_sk
+ AND d_year = 2001
+ AND d_moy = 12
+ GROUP BY cs.cs_item_sk
+ ) in_cat
+ ) catalog
+WHERE (catalog.return_rank <= 10 OR catalog.currency_rank <= 10)
+UNION
+SELECT
+ 'store' AS channel,
+ store.item,
+ store.return_ratio,
+ store.return_rank,
+ store.currency_rank
+FROM (
+ SELECT
+ item,
+ return_ratio,
+ currency_ratio,
+ rank()
+ OVER (
+ ORDER BY return_ratio) AS return_rank,
+ rank()
+ OVER (
+ ORDER BY currency_ratio) AS currency_rank
+ FROM
+ (SELECT
+ sts.ss_item_sk AS item,
+ (cast(sum(coalesce(sr.sr_return_quantity, 0)) AS DECIMAL(15, 4)) /
+ cast(sum(coalesce(sts.ss_quantity, 0)) AS DECIMAL(15, 4))) AS return_ratio,
+ (cast(sum(coalesce(sr.sr_return_amt, 0)) AS DECIMAL(15, 4)) /
+ cast(sum(coalesce(sts.ss_net_paid, 0)) AS DECIMAL(15, 4))) AS currency_ratio
+ FROM
+ store_sales sts LEFT OUTER JOIN store_returns sr
+ ON (sts.ss_ticket_number = sr.sr_ticket_number AND sts.ss_item_sk = sr.sr_item_sk)
+ , date_dim
+ WHERE
+ sr.sr_return_amt > 10000
+ AND sts.ss_net_profit > 1
+ AND sts.ss_net_paid > 0
+ AND sts.ss_quantity > 0
+ AND ss_sold_date_sk = d_date_sk
+ AND d_year = 2001
+ AND d_moy = 12
+ GROUP BY sts.ss_item_sk
+ ) in_store
+ ) store
+WHERE (store.return_rank <= 10 OR store.currency_rank <= 10)
+ORDER BY 1, 4, 5
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q5.sql b/sql/core/src/test/resources/tpcds/q5.sql
new file mode 100755
index 0000000000000000000000000000000000000000..b87cf3a44827b1757e12f2f6186fe87db7c46d9b
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q5.sql
@@ -0,0 +1,131 @@
+WITH ssr AS
+( SELECT
+ s_store_id,
+ sum(sales_price) AS sales,
+ sum(profit) AS profit,
+ sum(return_amt) AS RETURNS,
+ sum(net_loss) AS profit_loss
+ FROM
+ (SELECT
+ ss_store_sk AS store_sk,
+ ss_sold_date_sk AS date_sk,
+ ss_ext_sales_price AS sales_price,
+ ss_net_profit AS profit,
+ cast(0 AS DECIMAL(7, 2)) AS return_amt,
+ cast(0 AS DECIMAL(7, 2)) AS net_loss
+ FROM store_sales
+ UNION ALL
+ SELECT
+ sr_store_sk AS store_sk,
+ sr_returned_date_sk AS date_sk,
+ cast(0 AS DECIMAL(7, 2)) AS sales_price,
+ cast(0 AS DECIMAL(7, 2)) AS profit,
+ sr_return_amt AS return_amt,
+ sr_net_loss AS net_loss
+ FROM store_returns)
+ salesreturns, date_dim, store
+ WHERE date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-23' AS DATE)
+ AND ((cast('2000-08-23' AS DATE) + INTERVAL 14 days))
+ AND store_sk = s_store_sk
+ GROUP BY s_store_id),
+ csr AS
+ ( SELECT
+ cp_catalog_page_id,
+ sum(sales_price) AS sales,
+ sum(profit) AS profit,
+ sum(return_amt) AS RETURNS,
+ sum(net_loss) AS profit_loss
+ FROM
+ (SELECT
+ cs_catalog_page_sk AS page_sk,
+ cs_sold_date_sk AS date_sk,
+ cs_ext_sales_price AS sales_price,
+ cs_net_profit AS profit,
+ cast(0 AS DECIMAL(7, 2)) AS return_amt,
+ cast(0 AS DECIMAL(7, 2)) AS net_loss
+ FROM catalog_sales
+ UNION ALL
+ SELECT
+ cr_catalog_page_sk AS page_sk,
+ cr_returned_date_sk AS date_sk,
+ cast(0 AS DECIMAL(7, 2)) AS sales_price,
+ cast(0 AS DECIMAL(7, 2)) AS profit,
+ cr_return_amount AS return_amt,
+ cr_net_loss AS net_loss
+ FROM catalog_returns
+ ) salesreturns, date_dim, catalog_page
+ WHERE date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-23' AS DATE)
+ AND ((cast('2000-08-23' AS DATE) + INTERVAL 14 days))
+ AND page_sk = cp_catalog_page_sk
+ GROUP BY cp_catalog_page_id)
+ ,
+ wsr AS
+ ( SELECT
+ web_site_id,
+ sum(sales_price) AS sales,
+ sum(profit) AS profit,
+ sum(return_amt) AS RETURNS,
+ sum(net_loss) AS profit_loss
+ FROM
+ (SELECT
+ ws_web_site_sk AS wsr_web_site_sk,
+ ws_sold_date_sk AS date_sk,
+ ws_ext_sales_price AS sales_price,
+ ws_net_profit AS profit,
+ cast(0 AS DECIMAL(7, 2)) AS return_amt,
+ cast(0 AS DECIMAL(7, 2)) AS net_loss
+ FROM web_sales
+ UNION ALL
+ SELECT
+ ws_web_site_sk AS wsr_web_site_sk,
+ wr_returned_date_sk AS date_sk,
+ cast(0 AS DECIMAL(7, 2)) AS sales_price,
+ cast(0 AS DECIMAL(7, 2)) AS profit,
+ wr_return_amt AS return_amt,
+ wr_net_loss AS net_loss
+ FROM web_returns
+ LEFT OUTER JOIN web_sales ON
+ (wr_item_sk = ws_item_sk
+ AND wr_order_number = ws_order_number)
+ ) salesreturns, date_dim, web_site
+ WHERE date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-23' AS DATE)
+ AND ((cast('2000-08-23' AS DATE) + INTERVAL 14 days))
+ AND wsr_web_site_sk = web_site_sk
+ GROUP BY web_site_id)
+SELECT
+ channel,
+ id,
+ sum(sales) AS sales,
+ sum(returns) AS returns,
+ sum(profit) AS profit
+FROM
+ (SELECT
+ 'store channel' AS channel,
+ concat('store', s_store_id) AS id,
+ sales,
+ returns,
+ (profit - profit_loss) AS profit
+ FROM ssr
+ UNION ALL
+ SELECT
+ 'catalog channel' AS channel,
+ concat('catalog_page', cp_catalog_page_id) AS id,
+ sales,
+ returns,
+ (profit - profit_loss) AS profit
+ FROM csr
+ UNION ALL
+ SELECT
+ 'web channel' AS channel,
+ concat('web_site', web_site_id) AS id,
+ sales,
+ returns,
+ (profit - profit_loss) AS profit
+ FROM wsr
+ ) x
+GROUP BY ROLLUP (channel, id)
+ORDER BY channel, id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q50.sql b/sql/core/src/test/resources/tpcds/q50.sql
new file mode 100755
index 0000000000000000000000000000000000000000..f1d4b15449edd708d3132092d79081648b3357d2
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q50.sql
@@ -0,0 +1,47 @@
+SELECT
+ s_store_name,
+ s_company_id,
+ s_street_number,
+ s_street_name,
+ s_street_type,
+ s_suite_number,
+ s_city,
+ s_county,
+ s_state,
+ s_zip,
+ sum(CASE WHEN (sr_returned_date_sk - ss_sold_date_sk <= 30)
+ THEN 1
+ ELSE 0 END) AS `30 days `,
+ sum(CASE WHEN (sr_returned_date_sk - ss_sold_date_sk > 30) AND
+ (sr_returned_date_sk - ss_sold_date_sk <= 60)
+ THEN 1
+ ELSE 0 END) AS `31 - 60 days `,
+ sum(CASE WHEN (sr_returned_date_sk - ss_sold_date_sk > 60) AND
+ (sr_returned_date_sk - ss_sold_date_sk <= 90)
+ THEN 1
+ ELSE 0 END) AS `61 - 90 days `,
+ sum(CASE WHEN (sr_returned_date_sk - ss_sold_date_sk > 90) AND
+ (sr_returned_date_sk - ss_sold_date_sk <= 120)
+ THEN 1
+ ELSE 0 END) AS `91 - 120 days `,
+ sum(CASE WHEN (sr_returned_date_sk - ss_sold_date_sk > 120)
+ THEN 1
+ ELSE 0 END) AS `>120 days `
+FROM
+ store_sales, store_returns, store, date_dim d1, date_dim d2
+WHERE
+ d2.d_year = 2001
+ AND d2.d_moy = 8
+ AND ss_ticket_number = sr_ticket_number
+ AND ss_item_sk = sr_item_sk
+ AND ss_sold_date_sk = d1.d_date_sk
+ AND sr_returned_date_sk = d2.d_date_sk
+ AND ss_customer_sk = sr_customer_sk
+ AND ss_store_sk = s_store_sk
+GROUP BY
+ s_store_name, s_company_id, s_street_number, s_street_name, s_street_type,
+ s_suite_number, s_city, s_county, s_state, s_zip
+ORDER BY
+ s_store_name, s_company_id, s_street_number, s_street_name, s_street_type,
+ s_suite_number, s_city, s_county, s_state, s_zip
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q51.sql b/sql/core/src/test/resources/tpcds/q51.sql
new file mode 100755
index 0000000000000000000000000000000000000000..62b003eb67b9b2cfb6187b4e5ea95a72ad42113f
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q51.sql
@@ -0,0 +1,55 @@
+WITH web_v1 AS (
+ SELECT
+ ws_item_sk item_sk,
+ d_date,
+ sum(sum(ws_sales_price))
+ OVER (PARTITION BY ws_item_sk
+ ORDER BY d_date
+ ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) cume_sales
+ FROM web_sales, date_dim
+ WHERE ws_sold_date_sk = d_date_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11
+ AND ws_item_sk IS NOT NULL
+ GROUP BY ws_item_sk, d_date),
+ store_v1 AS (
+ SELECT
+ ss_item_sk item_sk,
+ d_date,
+ sum(sum(ss_sales_price))
+ OVER (PARTITION BY ss_item_sk
+ ORDER BY d_date
+ ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) cume_sales
+ FROM store_sales, date_dim
+ WHERE ss_sold_date_sk = d_date_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11
+ AND ss_item_sk IS NOT NULL
+ GROUP BY ss_item_sk, d_date)
+SELECT *
+FROM (SELECT
+ item_sk,
+ d_date,
+ web_sales,
+ store_sales,
+ max(web_sales)
+ OVER (PARTITION BY item_sk
+ ORDER BY d_date
+ ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) web_cumulative,
+ max(store_sales)
+ OVER (PARTITION BY item_sk
+ ORDER BY d_date
+ ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) store_cumulative
+FROM (SELECT
+ CASE WHEN web.item_sk IS NOT NULL
+ THEN web.item_sk
+ ELSE store.item_sk END item_sk,
+ CASE WHEN web.d_date IS NOT NULL
+ THEN web.d_date
+ ELSE store.d_date END d_date,
+ web.cume_sales web_sales,
+ store.cume_sales store_sales
+FROM web_v1 web FULL OUTER JOIN store_v1 store ON (web.item_sk = store.item_sk
+ AND web.d_date = store.d_date)
+ ) x) y
+WHERE web_cumulative > store_cumulative
+ORDER BY item_sk, d_date
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q52.sql b/sql/core/src/test/resources/tpcds/q52.sql
new file mode 100755
index 0000000000000000000000000000000000000000..467d1ae05045579d7fb16526c2944049b126747b
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q52.sql
@@ -0,0 +1,14 @@
+SELECT
+ dt.d_year,
+ item.i_brand_id brand_id,
+ item.i_brand brand,
+ sum(ss_ext_sales_price) ext_price
+FROM date_dim dt, store_sales, item
+WHERE dt.d_date_sk = store_sales.ss_sold_date_sk
+ AND store_sales.ss_item_sk = item.i_item_sk
+ AND item.i_manager_id = 1
+ AND dt.d_moy = 11
+ AND dt.d_year = 2000
+GROUP BY dt.d_year, item.i_brand, item.i_brand_id
+ORDER BY dt.d_year, ext_price DESC, brand_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q53.sql b/sql/core/src/test/resources/tpcds/q53.sql
new file mode 100755
index 0000000000000000000000000000000000000000..b42c68dcf871b902df1988cbeb90debf696ade34
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q53.sql
@@ -0,0 +1,30 @@
+SELECT *
+FROM
+ (SELECT
+ i_manufact_id,
+ sum(ss_sales_price) sum_sales,
+ avg(sum(ss_sales_price))
+ OVER (PARTITION BY i_manufact_id) avg_quarterly_sales
+ FROM item, store_sales, date_dim, store
+ WHERE ss_item_sk = i_item_sk AND
+ ss_sold_date_sk = d_date_sk AND
+ ss_store_sk = s_store_sk AND
+ d_month_seq IN (1200, 1200 + 1, 1200 + 2, 1200 + 3, 1200 + 4, 1200 + 5, 1200 + 6,
+ 1200 + 7, 1200 + 8, 1200 + 9, 1200 + 10, 1200 + 11) AND
+ ((i_category IN ('Books', 'Children', 'Electronics') AND
+ i_class IN ('personal', 'portable', 'reference', 'self-help') AND
+ i_brand IN ('scholaramalgamalg #14', 'scholaramalgamalg #7',
+ 'exportiunivamalg #9', 'scholaramalgamalg #9'))
+ OR
+ (i_category IN ('Women', 'Music', 'Men') AND
+ i_class IN ('accessories', 'classical', 'fragrances', 'pants') AND
+ i_brand IN ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1',
+ 'importoamalg #1')))
+ GROUP BY i_manufact_id, d_qoy) tmp1
+WHERE CASE WHEN avg_quarterly_sales > 0
+ THEN abs(sum_sales - avg_quarterly_sales) / avg_quarterly_sales
+ ELSE NULL END > 0.1
+ORDER BY avg_quarterly_sales,
+ sum_sales,
+ i_manufact_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q54.sql b/sql/core/src/test/resources/tpcds/q54.sql
new file mode 100755
index 0000000000000000000000000000000000000000..897237fb6e10b4e3e1afb9dd58240a14176ff996
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q54.sql
@@ -0,0 +1,61 @@
+WITH my_customers AS (
+ SELECT DISTINCT
+ c_customer_sk,
+ c_current_addr_sk
+ FROM
+ (SELECT
+ cs_sold_date_sk sold_date_sk,
+ cs_bill_customer_sk customer_sk,
+ cs_item_sk item_sk
+ FROM catalog_sales
+ UNION ALL
+ SELECT
+ ws_sold_date_sk sold_date_sk,
+ ws_bill_customer_sk customer_sk,
+ ws_item_sk item_sk
+ FROM web_sales
+ ) cs_or_ws_sales,
+ item,
+ date_dim,
+ customer
+ WHERE sold_date_sk = d_date_sk
+ AND item_sk = i_item_sk
+ AND i_category = 'Women'
+ AND i_class = 'maternity'
+ AND c_customer_sk = cs_or_ws_sales.customer_sk
+ AND d_moy = 12
+ AND d_year = 1998
+)
+ , my_revenue AS (
+ SELECT
+ c_customer_sk,
+ sum(ss_ext_sales_price) AS revenue
+ FROM my_customers,
+ store_sales,
+ customer_address,
+ store,
+ date_dim
+ WHERE c_current_addr_sk = ca_address_sk
+ AND ca_county = s_county
+ AND ca_state = s_state
+ AND ss_sold_date_sk = d_date_sk
+ AND c_customer_sk = ss_customer_sk
+ AND d_month_seq BETWEEN (SELECT DISTINCT d_month_seq + 1
+ FROM date_dim
+ WHERE d_year = 1998 AND d_moy = 12)
+ AND (SELECT DISTINCT d_month_seq + 3
+ FROM date_dim
+ WHERE d_year = 1998 AND d_moy = 12)
+ GROUP BY c_customer_sk
+)
+ , segments AS
+(SELECT cast((revenue / 50) AS INT) AS segment
+ FROM my_revenue)
+SELECT
+ segment,
+ count(*) AS num_customers,
+ segment * 50 AS segment_base
+FROM segments
+GROUP BY segment
+ORDER BY segment, num_customers
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q55.sql b/sql/core/src/test/resources/tpcds/q55.sql
new file mode 100755
index 0000000000000000000000000000000000000000..bc5d888c9ac5852c80b8ab2638ca8049d7ea4e4e
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q55.sql
@@ -0,0 +1,13 @@
+SELECT
+ i_brand_id brand_id,
+ i_brand brand,
+ sum(ss_ext_sales_price) ext_price
+FROM date_dim, store_sales, item
+WHERE d_date_sk = ss_sold_date_sk
+ AND ss_item_sk = i_item_sk
+ AND i_manager_id = 28
+ AND d_moy = 11
+ AND d_year = 1999
+GROUP BY i_brand, i_brand_id
+ORDER BY ext_price DESC, brand_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q56.sql b/sql/core/src/test/resources/tpcds/q56.sql
new file mode 100755
index 0000000000000000000000000000000000000000..2fa1738dcfee6e4aaa1fa48c3901e953d83e5407
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q56.sql
@@ -0,0 +1,65 @@
+WITH ss AS (
+ SELECT
+ i_item_id,
+ sum(ss_ext_sales_price) total_sales
+ FROM
+ store_sales, date_dim, customer_address, item
+ WHERE
+ i_item_id IN (SELECT i_item_id
+ FROM item
+ WHERE i_color IN ('slate', 'blanched', 'burnished'))
+ AND ss_item_sk = i_item_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND d_year = 2001
+ AND d_moy = 2
+ AND ss_addr_sk = ca_address_sk
+ AND ca_gmt_offset = -5
+ GROUP BY i_item_id),
+ cs AS (
+ SELECT
+ i_item_id,
+ sum(cs_ext_sales_price) total_sales
+ FROM
+ catalog_sales, date_dim, customer_address, item
+ WHERE
+ i_item_id IN (SELECT i_item_id
+ FROM item
+ WHERE i_color IN ('slate', 'blanched', 'burnished'))
+ AND cs_item_sk = i_item_sk
+ AND cs_sold_date_sk = d_date_sk
+ AND d_year = 2001
+ AND d_moy = 2
+ AND cs_bill_addr_sk = ca_address_sk
+ AND ca_gmt_offset = -5
+ GROUP BY i_item_id),
+ ws AS (
+ SELECT
+ i_item_id,
+ sum(ws_ext_sales_price) total_sales
+ FROM
+ web_sales, date_dim, customer_address, item
+ WHERE
+ i_item_id IN (SELECT i_item_id
+ FROM item
+ WHERE i_color IN ('slate', 'blanched', 'burnished'))
+ AND ws_item_sk = i_item_sk
+ AND ws_sold_date_sk = d_date_sk
+ AND d_year = 2001
+ AND d_moy = 2
+ AND ws_bill_addr_sk = ca_address_sk
+ AND ca_gmt_offset = -5
+ GROUP BY i_item_id)
+SELECT
+ i_item_id,
+ sum(total_sales) total_sales
+FROM (SELECT *
+ FROM ss
+ UNION ALL
+ SELECT *
+ FROM cs
+ UNION ALL
+ SELECT *
+ FROM ws) tmp1
+GROUP BY i_item_id
+ORDER BY total_sales
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q57.sql b/sql/core/src/test/resources/tpcds/q57.sql
new file mode 100755
index 0000000000000000000000000000000000000000..cf70d4b905b553f0488aa60eebc7207c4b8e129c
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q57.sql
@@ -0,0 +1,56 @@
+WITH v1 AS (
+ SELECT
+ i_category,
+ i_brand,
+ cc_name,
+ d_year,
+ d_moy,
+ sum(cs_sales_price) sum_sales,
+ avg(sum(cs_sales_price))
+ OVER
+ (PARTITION BY i_category, i_brand, cc_name, d_year)
+ avg_monthly_sales,
+ rank()
+ OVER
+ (PARTITION BY i_category, i_brand, cc_name
+ ORDER BY d_year, d_moy) rn
+ FROM item, catalog_sales, date_dim, call_center
+ WHERE cs_item_sk = i_item_sk AND
+ cs_sold_date_sk = d_date_sk AND
+ cc_call_center_sk = cs_call_center_sk AND
+ (
+ d_year = 1999 OR
+ (d_year = 1999 - 1 AND d_moy = 12) OR
+ (d_year = 1999 + 1 AND d_moy = 1)
+ )
+ GROUP BY i_category, i_brand,
+ cc_name, d_year, d_moy),
+ v2 AS (
+ SELECT
+ v1.i_category,
+ v1.i_brand,
+ v1.cc_name,
+ v1.d_year,
+ v1.d_moy,
+ v1.avg_monthly_sales,
+ v1.sum_sales,
+ v1_lag.sum_sales psum,
+ v1_lead.sum_sales nsum
+ FROM v1, v1 v1_lag, v1 v1_lead
+ WHERE v1.i_category = v1_lag.i_category AND
+ v1.i_category = v1_lead.i_category AND
+ v1.i_brand = v1_lag.i_brand AND
+ v1.i_brand = v1_lead.i_brand AND
+ v1.cc_name = v1_lag.cc_name AND
+ v1.cc_name = v1_lead.cc_name AND
+ v1.rn = v1_lag.rn + 1 AND
+ v1.rn = v1_lead.rn - 1)
+SELECT *
+FROM v2
+WHERE d_year = 1999 AND
+ avg_monthly_sales > 0 AND
+ CASE WHEN avg_monthly_sales > 0
+ THEN abs(sum_sales - avg_monthly_sales) / avg_monthly_sales
+ ELSE NULL END > 0.1
+ORDER BY sum_sales - avg_monthly_sales, 3
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q58.sql b/sql/core/src/test/resources/tpcds/q58.sql
new file mode 100755
index 0000000000000000000000000000000000000000..5f63f33dc927cb30d9b376848a68fccf4dfbacee
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q58.sql
@@ -0,0 +1,59 @@
+WITH ss_items AS
+(SELECT
+ i_item_id item_id,
+ sum(ss_ext_sales_price) ss_item_rev
+ FROM store_sales, item, date_dim
+ WHERE ss_item_sk = i_item_sk
+ AND d_date IN (SELECT d_date
+ FROM date_dim
+ WHERE d_week_seq = (SELECT d_week_seq
+ FROM date_dim
+ WHERE d_date = '2000-01-03'))
+ AND ss_sold_date_sk = d_date_sk
+ GROUP BY i_item_id),
+ cs_items AS
+ (SELECT
+ i_item_id item_id,
+ sum(cs_ext_sales_price) cs_item_rev
+ FROM catalog_sales, item, date_dim
+ WHERE cs_item_sk = i_item_sk
+ AND d_date IN (SELECT d_date
+ FROM date_dim
+ WHERE d_week_seq = (SELECT d_week_seq
+ FROM date_dim
+ WHERE d_date = '2000-01-03'))
+ AND cs_sold_date_sk = d_date_sk
+ GROUP BY i_item_id),
+ ws_items AS
+ (SELECT
+ i_item_id item_id,
+ sum(ws_ext_sales_price) ws_item_rev
+ FROM web_sales, item, date_dim
+ WHERE ws_item_sk = i_item_sk
+ AND d_date IN (SELECT d_date
+ FROM date_dim
+ WHERE d_week_seq = (SELECT d_week_seq
+ FROM date_dim
+ WHERE d_date = '2000-01-03'))
+ AND ws_sold_date_sk = d_date_sk
+ GROUP BY i_item_id)
+SELECT
+ ss_items.item_id,
+ ss_item_rev,
+ ss_item_rev / (ss_item_rev + cs_item_rev + ws_item_rev) / 3 * 100 ss_dev,
+ cs_item_rev,
+ cs_item_rev / (ss_item_rev + cs_item_rev + ws_item_rev) / 3 * 100 cs_dev,
+ ws_item_rev,
+ ws_item_rev / (ss_item_rev + cs_item_rev + ws_item_rev) / 3 * 100 ws_dev,
+ (ss_item_rev + cs_item_rev + ws_item_rev) / 3 average
+FROM ss_items, cs_items, ws_items
+WHERE ss_items.item_id = cs_items.item_id
+ AND ss_items.item_id = ws_items.item_id
+ AND ss_item_rev BETWEEN 0.9 * cs_item_rev AND 1.1 * cs_item_rev
+ AND ss_item_rev BETWEEN 0.9 * ws_item_rev AND 1.1 * ws_item_rev
+ AND cs_item_rev BETWEEN 0.9 * ss_item_rev AND 1.1 * ss_item_rev
+ AND cs_item_rev BETWEEN 0.9 * ws_item_rev AND 1.1 * ws_item_rev
+ AND ws_item_rev BETWEEN 0.9 * ss_item_rev AND 1.1 * ss_item_rev
+ AND ws_item_rev BETWEEN 0.9 * cs_item_rev AND 1.1 * cs_item_rev
+ORDER BY item_id, ss_item_rev
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q59.sql b/sql/core/src/test/resources/tpcds/q59.sql
new file mode 100755
index 0000000000000000000000000000000000000000..3cef2027680b077cfdc86661b2867d584650ca03
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q59.sql
@@ -0,0 +1,75 @@
+WITH wss AS
+(SELECT
+ d_week_seq,
+ ss_store_sk,
+ sum(CASE WHEN (d_day_name = 'Sunday')
+ THEN ss_sales_price
+ ELSE NULL END) sun_sales,
+ sum(CASE WHEN (d_day_name = 'Monday')
+ THEN ss_sales_price
+ ELSE NULL END) mon_sales,
+ sum(CASE WHEN (d_day_name = 'Tuesday')
+ THEN ss_sales_price
+ ELSE NULL END) tue_sales,
+ sum(CASE WHEN (d_day_name = 'Wednesday')
+ THEN ss_sales_price
+ ELSE NULL END) wed_sales,
+ sum(CASE WHEN (d_day_name = 'Thursday')
+ THEN ss_sales_price
+ ELSE NULL END) thu_sales,
+ sum(CASE WHEN (d_day_name = 'Friday')
+ THEN ss_sales_price
+ ELSE NULL END) fri_sales,
+ sum(CASE WHEN (d_day_name = 'Saturday')
+ THEN ss_sales_price
+ ELSE NULL END) sat_sales
+ FROM store_sales, date_dim
+ WHERE d_date_sk = ss_sold_date_sk
+ GROUP BY d_week_seq, ss_store_sk
+)
+SELECT
+ s_store_name1,
+ s_store_id1,
+ d_week_seq1,
+ sun_sales1 / sun_sales2,
+ mon_sales1 / mon_sales2,
+ tue_sales1 / tue_sales2,
+ wed_sales1 / wed_sales2,
+ thu_sales1 / thu_sales2,
+ fri_sales1 / fri_sales2,
+ sat_sales1 / sat_sales2
+FROM
+ (SELECT
+ s_store_name s_store_name1,
+ wss.d_week_seq d_week_seq1,
+ s_store_id s_store_id1,
+ sun_sales sun_sales1,
+ mon_sales mon_sales1,
+ tue_sales tue_sales1,
+ wed_sales wed_sales1,
+ thu_sales thu_sales1,
+ fri_sales fri_sales1,
+ sat_sales sat_sales1
+ FROM wss, store, date_dim d
+ WHERE d.d_week_seq = wss.d_week_seq AND
+ ss_store_sk = s_store_sk AND
+ d_month_seq BETWEEN 1212 AND 1212 + 11) y,
+ (SELECT
+ s_store_name s_store_name2,
+ wss.d_week_seq d_week_seq2,
+ s_store_id s_store_id2,
+ sun_sales sun_sales2,
+ mon_sales mon_sales2,
+ tue_sales tue_sales2,
+ wed_sales wed_sales2,
+ thu_sales thu_sales2,
+ fri_sales fri_sales2,
+ sat_sales sat_sales2
+ FROM wss, store, date_dim d
+ WHERE d.d_week_seq = wss.d_week_seq AND
+ ss_store_sk = s_store_sk AND
+ d_month_seq BETWEEN 1212 + 12 AND 1212 + 23) x
+WHERE s_store_id1 = s_store_id2
+ AND d_week_seq1 = d_week_seq2 - 52
+ORDER BY s_store_name1, s_store_id1, d_week_seq1
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q6.sql b/sql/core/src/test/resources/tpcds/q6.sql
new file mode 100755
index 0000000000000000000000000000000000000000..f0f5cf05aebda3cfaf8d22d3250516c76f4169d8
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q6.sql
@@ -0,0 +1,21 @@
+SELECT
+ a.ca_state state,
+ count(*) cnt
+FROM
+ customer_address a, customer c, store_sales s, date_dim d, item i
+WHERE a.ca_address_sk = c.c_current_addr_sk
+ AND c.c_customer_sk = s.ss_customer_sk
+ AND s.ss_sold_date_sk = d.d_date_sk
+ AND s.ss_item_sk = i.i_item_sk
+ AND d.d_month_seq =
+ (SELECT DISTINCT (d_month_seq)
+ FROM date_dim
+ WHERE d_year = 2000 AND d_moy = 1)
+ AND i.i_current_price > 1.2 *
+ (SELECT avg(j.i_current_price)
+ FROM item j
+ WHERE j.i_category = i.i_category)
+GROUP BY a.ca_state
+HAVING count(*) >= 10
+ORDER BY cnt
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q60.sql b/sql/core/src/test/resources/tpcds/q60.sql
new file mode 100755
index 0000000000000000000000000000000000000000..41b963f44ba1346783a025be1c3576574377ac97
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q60.sql
@@ -0,0 +1,62 @@
+WITH ss AS (
+ SELECT
+ i_item_id,
+ sum(ss_ext_sales_price) total_sales
+ FROM store_sales, date_dim, customer_address, item
+ WHERE
+ i_item_id IN (SELECT i_item_id
+ FROM item
+ WHERE i_category IN ('Music'))
+ AND ss_item_sk = i_item_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND d_year = 1998
+ AND d_moy = 9
+ AND ss_addr_sk = ca_address_sk
+ AND ca_gmt_offset = -5
+ GROUP BY i_item_id),
+ cs AS (
+ SELECT
+ i_item_id,
+ sum(cs_ext_sales_price) total_sales
+ FROM catalog_sales, date_dim, customer_address, item
+ WHERE
+ i_item_id IN (SELECT i_item_id
+ FROM item
+ WHERE i_category IN ('Music'))
+ AND cs_item_sk = i_item_sk
+ AND cs_sold_date_sk = d_date_sk
+ AND d_year = 1998
+ AND d_moy = 9
+ AND cs_bill_addr_sk = ca_address_sk
+ AND ca_gmt_offset = -5
+ GROUP BY i_item_id),
+ ws AS (
+ SELECT
+ i_item_id,
+ sum(ws_ext_sales_price) total_sales
+ FROM web_sales, date_dim, customer_address, item
+ WHERE
+ i_item_id IN (SELECT i_item_id
+ FROM item
+ WHERE i_category IN ('Music'))
+ AND ws_item_sk = i_item_sk
+ AND ws_sold_date_sk = d_date_sk
+ AND d_year = 1998
+ AND d_moy = 9
+ AND ws_bill_addr_sk = ca_address_sk
+ AND ca_gmt_offset = -5
+ GROUP BY i_item_id)
+SELECT
+ i_item_id,
+ sum(total_sales) total_sales
+FROM (SELECT *
+ FROM ss
+ UNION ALL
+ SELECT *
+ FROM cs
+ UNION ALL
+ SELECT *
+ FROM ws) tmp1
+GROUP BY i_item_id
+ORDER BY i_item_id, total_sales
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q61.sql b/sql/core/src/test/resources/tpcds/q61.sql
new file mode 100755
index 0000000000000000000000000000000000000000..b0a872b4b80e103eedf36d925980441c19e23662
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q61.sql
@@ -0,0 +1,33 @@
+SELECT
+ promotions,
+ total,
+ cast(promotions AS DECIMAL(15, 4)) / cast(total AS DECIMAL(15, 4)) * 100
+FROM
+ (SELECT sum(ss_ext_sales_price) promotions
+ FROM store_sales, store, promotion, date_dim, customer, customer_address, item
+ WHERE ss_sold_date_sk = d_date_sk
+ AND ss_store_sk = s_store_sk
+ AND ss_promo_sk = p_promo_sk
+ AND ss_customer_sk = c_customer_sk
+ AND ca_address_sk = c_current_addr_sk
+ AND ss_item_sk = i_item_sk
+ AND ca_gmt_offset = -5
+ AND i_category = 'Jewelry'
+ AND (p_channel_dmail = 'Y' OR p_channel_email = 'Y' OR p_channel_tv = 'Y')
+ AND s_gmt_offset = -5
+ AND d_year = 1998
+ AND d_moy = 11) promotional_sales,
+ (SELECT sum(ss_ext_sales_price) total
+ FROM store_sales, store, date_dim, customer, customer_address, item
+ WHERE ss_sold_date_sk = d_date_sk
+ AND ss_store_sk = s_store_sk
+ AND ss_customer_sk = c_customer_sk
+ AND ca_address_sk = c_current_addr_sk
+ AND ss_item_sk = i_item_sk
+ AND ca_gmt_offset = -5
+ AND i_category = 'Jewelry'
+ AND s_gmt_offset = -5
+ AND d_year = 1998
+ AND d_moy = 11) all_sales
+ORDER BY promotions, total
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q62.sql b/sql/core/src/test/resources/tpcds/q62.sql
new file mode 100755
index 0000000000000000000000000000000000000000..8a414f154bdc87157ff28f69699f29c0a4de730e
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q62.sql
@@ -0,0 +1,35 @@
+SELECT
+ substr(w_warehouse_name, 1, 20),
+ sm_type,
+ web_name,
+ sum(CASE WHEN (ws_ship_date_sk - ws_sold_date_sk <= 30)
+ THEN 1
+ ELSE 0 END) AS `30 days `,
+ sum(CASE WHEN (ws_ship_date_sk - ws_sold_date_sk > 30) AND
+ (ws_ship_date_sk - ws_sold_date_sk <= 60)
+ THEN 1
+ ELSE 0 END) AS `31 - 60 days `,
+ sum(CASE WHEN (ws_ship_date_sk - ws_sold_date_sk > 60) AND
+ (ws_ship_date_sk - ws_sold_date_sk <= 90)
+ THEN 1
+ ELSE 0 END) AS `61 - 90 days `,
+ sum(CASE WHEN (ws_ship_date_sk - ws_sold_date_sk > 90) AND
+ (ws_ship_date_sk - ws_sold_date_sk <= 120)
+ THEN 1
+ ELSE 0 END) AS `91 - 120 days `,
+ sum(CASE WHEN (ws_ship_date_sk - ws_sold_date_sk > 120)
+ THEN 1
+ ELSE 0 END) AS `>120 days `
+FROM
+ web_sales, warehouse, ship_mode, web_site, date_dim
+WHERE
+ d_month_seq BETWEEN 1200 AND 1200 + 11
+ AND ws_ship_date_sk = d_date_sk
+ AND ws_warehouse_sk = w_warehouse_sk
+ AND ws_ship_mode_sk = sm_ship_mode_sk
+ AND ws_web_site_sk = web_site_sk
+GROUP BY
+ substr(w_warehouse_name, 1, 20), sm_type, web_name
+ORDER BY
+ substr(w_warehouse_name, 1, 20), sm_type, web_name
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q63.sql b/sql/core/src/test/resources/tpcds/q63.sql
new file mode 100755
index 0000000000000000000000000000000000000000..ef6867e0a945163fb3c54a8dde014cd4e6094af6
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q63.sql
@@ -0,0 +1,31 @@
+SELECT *
+FROM (SELECT
+ i_manager_id,
+ sum(ss_sales_price) sum_sales,
+ avg(sum(ss_sales_price))
+ OVER (PARTITION BY i_manager_id) avg_monthly_sales
+FROM item
+ , store_sales
+ , date_dim
+ , store
+WHERE ss_item_sk = i_item_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND ss_store_sk = s_store_sk
+ AND d_month_seq IN (1200, 1200 + 1, 1200 + 2, 1200 + 3, 1200 + 4, 1200 + 5, 1200 + 6, 1200 + 7,
+ 1200 + 8, 1200 + 9, 1200 + 10, 1200 + 11)
+ AND ((i_category IN ('Books', 'Children', 'Electronics')
+ AND i_class IN ('personal', 'portable', 'refernece', 'self-help')
+ AND i_brand IN ('scholaramalgamalg #14', 'scholaramalgamalg #7',
+ 'exportiunivamalg #9', 'scholaramalgamalg #9'))
+ OR (i_category IN ('Women', 'Music', 'Men')
+ AND i_class IN ('accessories', 'classical', 'fragrances', 'pants')
+ AND i_brand IN ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1',
+ 'importoamalg #1')))
+GROUP BY i_manager_id, d_moy) tmp1
+WHERE CASE WHEN avg_monthly_sales > 0
+ THEN abs(sum_sales - avg_monthly_sales) / avg_monthly_sales
+ ELSE NULL END > 0.1
+ORDER BY i_manager_id
+ , avg_monthly_sales
+ , sum_sales
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q64.sql b/sql/core/src/test/resources/tpcds/q64.sql
new file mode 100755
index 0000000000000000000000000000000000000000..8ec1d31b61afeab401aa79ce04257dd5cd2a8661
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q64.sql
@@ -0,0 +1,92 @@
+WITH cs_ui AS
+(SELECT
+ cs_item_sk,
+ sum(cs_ext_list_price) AS sale,
+ sum(cr_refunded_cash + cr_reversed_charge + cr_store_credit) AS refund
+ FROM catalog_sales
+ , catalog_returns
+ WHERE cs_item_sk = cr_item_sk
+ AND cs_order_number = cr_order_number
+ GROUP BY cs_item_sk
+ HAVING sum(cs_ext_list_price) > 2 * sum(cr_refunded_cash + cr_reversed_charge + cr_store_credit)),
+ cross_sales AS
+ (SELECT
+ i_product_name product_name,
+ i_item_sk item_sk,
+ s_store_name store_name,
+ s_zip store_zip,
+ ad1.ca_street_number b_street_number,
+ ad1.ca_street_name b_streen_name,
+ ad1.ca_city b_city,
+ ad1.ca_zip b_zip,
+ ad2.ca_street_number c_street_number,
+ ad2.ca_street_name c_street_name,
+ ad2.ca_city c_city,
+ ad2.ca_zip c_zip,
+ d1.d_year AS syear,
+ d2.d_year AS fsyear,
+ d3.d_year s2year,
+ count(*) cnt,
+ sum(ss_wholesale_cost) s1,
+ sum(ss_list_price) s2,
+ sum(ss_coupon_amt) s3
+ FROM store_sales, store_returns, cs_ui, date_dim d1, date_dim d2, date_dim d3,
+ store, customer, customer_demographics cd1, customer_demographics cd2,
+ promotion, household_demographics hd1, household_demographics hd2,
+ customer_address ad1, customer_address ad2, income_band ib1, income_band ib2, item
+ WHERE ss_store_sk = s_store_sk AND
+ ss_sold_date_sk = d1.d_date_sk AND
+ ss_customer_sk = c_customer_sk AND
+ ss_cdemo_sk = cd1.cd_demo_sk AND
+ ss_hdemo_sk = hd1.hd_demo_sk AND
+ ss_addr_sk = ad1.ca_address_sk AND
+ ss_item_sk = i_item_sk AND
+ ss_item_sk = sr_item_sk AND
+ ss_ticket_number = sr_ticket_number AND
+ ss_item_sk = cs_ui.cs_item_sk AND
+ c_current_cdemo_sk = cd2.cd_demo_sk AND
+ c_current_hdemo_sk = hd2.hd_demo_sk AND
+ c_current_addr_sk = ad2.ca_address_sk AND
+ c_first_sales_date_sk = d2.d_date_sk AND
+ c_first_shipto_date_sk = d3.d_date_sk AND
+ ss_promo_sk = p_promo_sk AND
+ hd1.hd_income_band_sk = ib1.ib_income_band_sk AND
+ hd2.hd_income_band_sk = ib2.ib_income_band_sk AND
+ cd1.cd_marital_status <> cd2.cd_marital_status AND
+ i_color IN ('purple', 'burlywood', 'indian', 'spring', 'floral', 'medium') AND
+ i_current_price BETWEEN 64 AND 64 + 10 AND
+ i_current_price BETWEEN 64 + 1 AND 64 + 15
+ GROUP BY i_product_name, i_item_sk, s_store_name, s_zip, ad1.ca_street_number,
+ ad1.ca_street_name, ad1.ca_city, ad1.ca_zip, ad2.ca_street_number,
+ ad2.ca_street_name, ad2.ca_city, ad2.ca_zip, d1.d_year, d2.d_year, d3.d_year
+ )
+SELECT
+ cs1.product_name,
+ cs1.store_name,
+ cs1.store_zip,
+ cs1.b_street_number,
+ cs1.b_streen_name,
+ cs1.b_city,
+ cs1.b_zip,
+ cs1.c_street_number,
+ cs1.c_street_name,
+ cs1.c_city,
+ cs1.c_zip,
+ cs1.syear,
+ cs1.cnt,
+ cs1.s1,
+ cs1.s2,
+ cs1.s3,
+ cs2.s1,
+ cs2.s2,
+ cs2.s3,
+ cs2.syear,
+ cs2.cnt
+FROM cross_sales cs1, cross_sales cs2
+WHERE cs1.item_sk = cs2.item_sk AND
+ cs1.syear = 1999 AND
+ cs2.syear = 1999 + 1 AND
+ cs2.cnt <= cs1.cnt AND
+ cs1.store_name = cs2.store_name AND
+ cs1.store_zip = cs2.store_zip
+ORDER BY cs1.product_name, cs1.store_name, cs2.cnt
diff --git a/sql/core/src/test/resources/tpcds/q65.sql b/sql/core/src/test/resources/tpcds/q65.sql
new file mode 100755
index 0000000000000000000000000000000000000000..aad04be1bcdf04d3fc97e57bd7a52e23ea95b7e8
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q65.sql
@@ -0,0 +1,33 @@
+SELECT
+ s_store_name,
+ i_item_desc,
+ sc.revenue,
+ i_current_price,
+ i_wholesale_cost,
+ i_brand
+FROM store, item,
+ (SELECT
+ ss_store_sk,
+ avg(revenue) AS ave
+ FROM
+ (SELECT
+ ss_store_sk,
+ ss_item_sk,
+ sum(ss_sales_price) AS revenue
+ FROM store_sales, date_dim
+ WHERE ss_sold_date_sk = d_date_sk AND d_month_seq BETWEEN 1176 AND 1176 + 11
+ GROUP BY ss_store_sk, ss_item_sk) sa
+ GROUP BY ss_store_sk) sb,
+ (SELECT
+ ss_store_sk,
+ ss_item_sk,
+ sum(ss_sales_price) AS revenue
+ FROM store_sales, date_dim
+ WHERE ss_sold_date_sk = d_date_sk AND d_month_seq BETWEEN 1176 AND 1176 + 11
+ GROUP BY ss_store_sk, ss_item_sk) sc
+WHERE sb.ss_store_sk = sc.ss_store_sk AND
+ sc.revenue <= 0.1 * sb.ave AND
+ s_store_sk = sc.ss_store_sk AND
+ i_item_sk = sc.ss_item_sk
+ORDER BY s_store_name, i_item_desc
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q66.sql b/sql/core/src/test/resources/tpcds/q66.sql
new file mode 100755
index 0000000000000000000000000000000000000000..f826b4164372a79a3b8d3c191483f2a89e753551
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q66.sql
@@ -0,0 +1,240 @@
+SELECT
+ w_warehouse_name,
+ w_warehouse_sq_ft,
+ w_city,
+ w_county,
+ w_state,
+ w_country,
+ ship_carriers,
+ year,
+ sum(jan_sales) AS jan_sales,
+ sum(feb_sales) AS feb_sales,
+ sum(mar_sales) AS mar_sales,
+ sum(apr_sales) AS apr_sales,
+ sum(may_sales) AS may_sales,
+ sum(jun_sales) AS jun_sales,
+ sum(jul_sales) AS jul_sales,
+ sum(aug_sales) AS aug_sales,
+ sum(sep_sales) AS sep_sales,
+ sum(oct_sales) AS oct_sales,
+ sum(nov_sales) AS nov_sales,
+ sum(dec_sales) AS dec_sales,
+ sum(jan_sales / w_warehouse_sq_ft) AS jan_sales_per_sq_foot,
+ sum(feb_sales / w_warehouse_sq_ft) AS feb_sales_per_sq_foot,
+ sum(mar_sales / w_warehouse_sq_ft) AS mar_sales_per_sq_foot,
+ sum(apr_sales / w_warehouse_sq_ft) AS apr_sales_per_sq_foot,
+ sum(may_sales / w_warehouse_sq_ft) AS may_sales_per_sq_foot,
+ sum(jun_sales / w_warehouse_sq_ft) AS jun_sales_per_sq_foot,
+ sum(jul_sales / w_warehouse_sq_ft) AS jul_sales_per_sq_foot,
+ sum(aug_sales / w_warehouse_sq_ft) AS aug_sales_per_sq_foot,
+ sum(sep_sales / w_warehouse_sq_ft) AS sep_sales_per_sq_foot,
+ sum(oct_sales / w_warehouse_sq_ft) AS oct_sales_per_sq_foot,
+ sum(nov_sales / w_warehouse_sq_ft) AS nov_sales_per_sq_foot,
+ sum(dec_sales / w_warehouse_sq_ft) AS dec_sales_per_sq_foot,
+ sum(jan_net) AS jan_net,
+ sum(feb_net) AS feb_net,
+ sum(mar_net) AS mar_net,
+ sum(apr_net) AS apr_net,
+ sum(may_net) AS may_net,
+ sum(jun_net) AS jun_net,
+ sum(jul_net) AS jul_net,
+ sum(aug_net) AS aug_net,
+ sum(sep_net) AS sep_net,
+ sum(oct_net) AS oct_net,
+ sum(nov_net) AS nov_net,
+ sum(dec_net) AS dec_net
+FROM (
+ (SELECT
+ w_warehouse_name,
+ w_warehouse_sq_ft,
+ w_city,
+ w_county,
+ w_state,
+ w_country,
+ concat('DHL', ',', 'BARIAN') AS ship_carriers,
+ d_year AS year,
+ sum(CASE WHEN d_moy = 1
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS jan_sales,
+ sum(CASE WHEN d_moy = 2
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS feb_sales,
+ sum(CASE WHEN d_moy = 3
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS mar_sales,
+ sum(CASE WHEN d_moy = 4
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS apr_sales,
+ sum(CASE WHEN d_moy = 5
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS may_sales,
+ sum(CASE WHEN d_moy = 6
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS jun_sales,
+ sum(CASE WHEN d_moy = 7
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS jul_sales,
+ sum(CASE WHEN d_moy = 8
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS aug_sales,
+ sum(CASE WHEN d_moy = 9
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS sep_sales,
+ sum(CASE WHEN d_moy = 10
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS oct_sales,
+ sum(CASE WHEN d_moy = 11
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS nov_sales,
+ sum(CASE WHEN d_moy = 12
+ THEN ws_ext_sales_price * ws_quantity
+ ELSE 0 END) AS dec_sales,
+ sum(CASE WHEN d_moy = 1
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS jan_net,
+ sum(CASE WHEN d_moy = 2
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS feb_net,
+ sum(CASE WHEN d_moy = 3
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS mar_net,
+ sum(CASE WHEN d_moy = 4
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS apr_net,
+ sum(CASE WHEN d_moy = 5
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS may_net,
+ sum(CASE WHEN d_moy = 6
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS jun_net,
+ sum(CASE WHEN d_moy = 7
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS jul_net,
+ sum(CASE WHEN d_moy = 8
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS aug_net,
+ sum(CASE WHEN d_moy = 9
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS sep_net,
+ sum(CASE WHEN d_moy = 10
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS oct_net,
+ sum(CASE WHEN d_moy = 11
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS nov_net,
+ sum(CASE WHEN d_moy = 12
+ THEN ws_net_paid * ws_quantity
+ ELSE 0 END) AS dec_net
+ FROM
+ web_sales, warehouse, date_dim, time_dim, ship_mode
+ WHERE
+ ws_warehouse_sk = w_warehouse_sk
+ AND ws_sold_date_sk = d_date_sk
+ AND ws_sold_time_sk = t_time_sk
+ AND ws_ship_mode_sk = sm_ship_mode_sk
+ AND d_year = 2001
+ AND t_time BETWEEN 30838 AND 30838 + 28800
+ AND sm_carrier IN ('DHL', 'BARIAN')
+ GROUP BY
+ w_warehouse_name, w_warehouse_sq_ft, w_city, w_county, w_state, w_country, d_year)
+ UNION ALL
+ (SELECT
+ w_warehouse_name,
+ w_warehouse_sq_ft,
+ w_city,
+ w_county,
+ w_state,
+ w_country,
+ concat('DHL', ',', 'BARIAN') AS ship_carriers,
+ d_year AS year,
+ sum(CASE WHEN d_moy = 1
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS jan_sales,
+ sum(CASE WHEN d_moy = 2
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS feb_sales,
+ sum(CASE WHEN d_moy = 3
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS mar_sales,
+ sum(CASE WHEN d_moy = 4
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS apr_sales,
+ sum(CASE WHEN d_moy = 5
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS may_sales,
+ sum(CASE WHEN d_moy = 6
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS jun_sales,
+ sum(CASE WHEN d_moy = 7
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS jul_sales,
+ sum(CASE WHEN d_moy = 8
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS aug_sales,
+ sum(CASE WHEN d_moy = 9
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS sep_sales,
+ sum(CASE WHEN d_moy = 10
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS oct_sales,
+ sum(CASE WHEN d_moy = 11
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS nov_sales,
+ sum(CASE WHEN d_moy = 12
+ THEN cs_sales_price * cs_quantity
+ ELSE 0 END) AS dec_sales,
+ sum(CASE WHEN d_moy = 1
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS jan_net,
+ sum(CASE WHEN d_moy = 2
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS feb_net,
+ sum(CASE WHEN d_moy = 3
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS mar_net,
+ sum(CASE WHEN d_moy = 4
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS apr_net,
+ sum(CASE WHEN d_moy = 5
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS may_net,
+ sum(CASE WHEN d_moy = 6
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS jun_net,
+ sum(CASE WHEN d_moy = 7
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS jul_net,
+ sum(CASE WHEN d_moy = 8
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS aug_net,
+ sum(CASE WHEN d_moy = 9
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS sep_net,
+ sum(CASE WHEN d_moy = 10
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS oct_net,
+ sum(CASE WHEN d_moy = 11
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS nov_net,
+ sum(CASE WHEN d_moy = 12
+ THEN cs_net_paid_inc_tax * cs_quantity
+ ELSE 0 END) AS dec_net
+ FROM
+ catalog_sales, warehouse, date_dim, time_dim, ship_mode
+ WHERE
+ cs_warehouse_sk = w_warehouse_sk
+ AND cs_sold_date_sk = d_date_sk
+ AND cs_sold_time_sk = t_time_sk
+ AND cs_ship_mode_sk = sm_ship_mode_sk
+ AND d_year = 2001
+ AND t_time BETWEEN 30838 AND 30838 + 28800
+ AND sm_carrier IN ('DHL', 'BARIAN')
+ GROUP BY
+ w_warehouse_name, w_warehouse_sq_ft, w_city, w_county, w_state, w_country, d_year
+ )
+ ) x
+GROUP BY
+ w_warehouse_name, w_warehouse_sq_ft, w_city, w_county, w_state, w_country,
+ ship_carriers, year
+ORDER BY w_warehouse_name
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q67.sql b/sql/core/src/test/resources/tpcds/q67.sql
new file mode 100755
index 0000000000000000000000000000000000000000..f66e2252bdbd46f013e729081c945cccb1268aee
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q67.sql
@@ -0,0 +1,38 @@
+SELECT *
+FROM
+ (SELECT
+ i_category,
+ i_class,
+ i_brand,
+ i_product_name,
+ d_year,
+ d_qoy,
+ d_moy,
+ s_store_id,
+ sumsales,
+ rank()
+ OVER (PARTITION BY i_category
+ ORDER BY sumsales DESC) rk
+ FROM
+ (SELECT
+ i_category,
+ i_class,
+ i_brand,
+ i_product_name,
+ d_year,
+ d_qoy,
+ d_moy,
+ s_store_id,
+ sum(coalesce(ss_sales_price * ss_quantity, 0)) sumsales
+ FROM store_sales, date_dim, store, item
+ WHERE ss_sold_date_sk = d_date_sk
+ AND ss_item_sk = i_item_sk
+ AND ss_store_sk = s_store_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11
+ GROUP BY ROLLUP (i_category, i_class, i_brand, i_product_name, d_year, d_qoy,
+ d_moy, s_store_id)) dw1) dw2
+WHERE rk <= 100
+ORDER BY
+ i_category, i_class, i_brand, i_product_name, d_year,
+ d_qoy, d_moy, s_store_id, sumsales, rk
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q68.sql b/sql/core/src/test/resources/tpcds/q68.sql
new file mode 100755
index 0000000000000000000000000000000000000000..adb8a7189dad75ac32497de2c85bd654e2ada735
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q68.sql
@@ -0,0 +1,34 @@
+SELECT
+ c_last_name,
+ c_first_name,
+ ca_city,
+ bought_city,
+ ss_ticket_number,
+ extended_price,
+ extended_tax,
+ list_price
+FROM (SELECT
+ ss_ticket_number,
+ ss_customer_sk,
+ ca_city bought_city,
+ sum(ss_ext_sales_price) extended_price,
+ sum(ss_ext_list_price) list_price,
+ sum(ss_ext_tax) extended_tax
+FROM store_sales, date_dim, store, household_demographics, customer_address
+WHERE store_sales.ss_sold_date_sk = date_dim.d_date_sk
+ AND store_sales.ss_store_sk = store.s_store_sk
+ AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND store_sales.ss_addr_sk = customer_address.ca_address_sk
+ AND date_dim.d_dom BETWEEN 1 AND 2
+ AND (household_demographics.hd_dep_count = 4 OR
+ household_demographics.hd_vehicle_count = 3)
+ AND date_dim.d_year IN (1999, 1999 + 1, 1999 + 2)
+ AND store.s_city IN ('Midway', 'Fairview')
+GROUP BY ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city) dn,
+ customer,
+ customer_address current_addr
+WHERE ss_customer_sk = c_customer_sk
+ AND customer.c_current_addr_sk = current_addr.ca_address_sk
+ AND current_addr.ca_city <> bought_city
+ORDER BY c_last_name, ss_ticket_number
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q69.sql b/sql/core/src/test/resources/tpcds/q69.sql
new file mode 100755
index 0000000000000000000000000000000000000000..1f0ee64f565a3081eaed1673f21737018cd78917
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q69.sql
@@ -0,0 +1,38 @@
+SELECT
+ cd_gender,
+ cd_marital_status,
+ cd_education_status,
+ count(*) cnt1,
+ cd_purchase_estimate,
+ count(*) cnt2,
+ cd_credit_rating,
+ count(*) cnt3
+FROM
+ customer c, customer_address ca, customer_demographics
+WHERE
+ c.c_current_addr_sk = ca.ca_address_sk AND
+ ca_state IN ('KY', 'GA', 'NM') AND
+ cd_demo_sk = c.c_current_cdemo_sk AND
+ exists(SELECT *
+ FROM store_sales, date_dim
+ WHERE c.c_customer_sk = ss_customer_sk AND
+ ss_sold_date_sk = d_date_sk AND
+ d_year = 2001 AND
+ d_moy BETWEEN 4 AND 4 + 2) AND
+ (NOT exists(SELECT *
+ FROM web_sales, date_dim
+ WHERE c.c_customer_sk = ws_bill_customer_sk AND
+ ws_sold_date_sk = d_date_sk AND
+ d_year = 2001 AND
+ d_moy BETWEEN 4 AND 4 + 2) AND
+ NOT exists(SELECT *
+ FROM catalog_sales, date_dim
+ WHERE c.c_customer_sk = cs_ship_customer_sk AND
+ cs_sold_date_sk = d_date_sk AND
+ d_year = 2001 AND
+ d_moy BETWEEN 4 AND 4 + 2))
+GROUP BY cd_gender, cd_marital_status, cd_education_status,
+ cd_purchase_estimate, cd_credit_rating
+ORDER BY cd_gender, cd_marital_status, cd_education_status,
+ cd_purchase_estimate, cd_credit_rating
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q7.sql b/sql/core/src/test/resources/tpcds/q7.sql
new file mode 100755
index 0000000000000000000000000000000000000000..6630a00548403077ff4af98ff921342d4d48ec33
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q7.sql
@@ -0,0 +1,19 @@
+SELECT
+ i_item_id,
+ avg(ss_quantity) agg1,
+ avg(ss_list_price) agg2,
+ avg(ss_coupon_amt) agg3,
+ avg(ss_sales_price) agg4
+FROM store_sales, customer_demographics, date_dim, item, promotion
+WHERE ss_sold_date_sk = d_date_sk AND
+ ss_item_sk = i_item_sk AND
+ ss_cdemo_sk = cd_demo_sk AND
+ ss_promo_sk = p_promo_sk AND
+ cd_gender = 'M' AND
+ cd_marital_status = 'S' AND
+ cd_education_status = 'College' AND
+ (p_channel_email = 'N' OR p_channel_event = 'N') AND
+ d_year = 2000
+GROUP BY i_item_id
+ORDER BY i_item_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q70.sql b/sql/core/src/test/resources/tpcds/q70.sql
new file mode 100755
index 0000000000000000000000000000000000000000..625011b212fe06761bd6917660f116d16665b163
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q70.sql
@@ -0,0 +1,38 @@
+SELECT
+ sum(ss_net_profit) AS total_sum,
+ s_state,
+ s_county,
+ grouping(s_state) + grouping(s_county) AS lochierarchy,
+ rank()
+ OVER (
+ PARTITION BY grouping(s_state) + grouping(s_county),
+ CASE WHEN grouping(s_county) = 0
+ THEN s_state END
+ ORDER BY sum(ss_net_profit) DESC) AS rank_within_parent
+FROM
+ store_sales, date_dim d1, store
+WHERE
+ d1.d_month_seq BETWEEN 1200 AND 1200 + 11
+ AND d1.d_date_sk = ss_sold_date_sk
+ AND s_store_sk = ss_store_sk
+ AND s_state IN
+ (SELECT s_state
+ FROM
+ (SELECT
+ s_state AS s_state,
+ rank()
+ OVER (PARTITION BY s_state
+ ORDER BY sum(ss_net_profit) DESC) AS ranking
+ FROM store_sales, store, date_dim
+ WHERE d_month_seq BETWEEN 1200 AND 1200 + 11
+ AND d_date_sk = ss_sold_date_sk
+ AND s_store_sk = ss_store_sk
+ GROUP BY s_state) tmp1
+ WHERE ranking <= 5)
+GROUP BY ROLLUP (s_state, s_county)
+ORDER BY
+ lochierarchy DESC
+ , CASE WHEN lochierarchy = 0
+ THEN s_state END
+ , rank_within_parent
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q71.sql b/sql/core/src/test/resources/tpcds/q71.sql
new file mode 100755
index 0000000000000000000000000000000000000000..8d724b9244e11091dd7be309a1e7c70859718338
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q71.sql
@@ -0,0 +1,44 @@
+SELECT
+ i_brand_id brand_id,
+ i_brand brand,
+ t_hour,
+ t_minute,
+ sum(ext_price) ext_price
+FROM item,
+ (SELECT
+ ws_ext_sales_price AS ext_price,
+ ws_sold_date_sk AS sold_date_sk,
+ ws_item_sk AS sold_item_sk,
+ ws_sold_time_sk AS time_sk
+ FROM web_sales, date_dim
+ WHERE d_date_sk = ws_sold_date_sk
+ AND d_moy = 11
+ AND d_year = 1999
+ UNION ALL
+ SELECT
+ cs_ext_sales_price AS ext_price,
+ cs_sold_date_sk AS sold_date_sk,
+ cs_item_sk AS sold_item_sk,
+ cs_sold_time_sk AS time_sk
+ FROM catalog_sales, date_dim
+ WHERE d_date_sk = cs_sold_date_sk
+ AND d_moy = 11
+ AND d_year = 1999
+ UNION ALL
+ SELECT
+ ss_ext_sales_price AS ext_price,
+ ss_sold_date_sk AS sold_date_sk,
+ ss_item_sk AS sold_item_sk,
+ ss_sold_time_sk AS time_sk
+ FROM store_sales, date_dim
+ WHERE d_date_sk = ss_sold_date_sk
+ AND d_moy = 11
+ AND d_year = 1999
+ ) AS tmp, time_dim
+WHERE
+ sold_item_sk = i_item_sk
+ AND i_manager_id = 1
+ AND time_sk = t_time_sk
+ AND (t_meal_time = 'breakfast' OR t_meal_time = 'dinner')
+GROUP BY i_brand, i_brand_id, t_hour, t_minute
+ORDER BY ext_price DESC, brand_id
diff --git a/sql/core/src/test/resources/tpcds/q72.sql b/sql/core/src/test/resources/tpcds/q72.sql
new file mode 100755
index 0000000000000000000000000000000000000000..99b3eee54aa1ab1a793cae26e2d2241e4e1bb2c4
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q72.sql
@@ -0,0 +1,33 @@
+SELECT
+ i_item_desc,
+ w_warehouse_name,
+ d1.d_week_seq,
+ count(CASE WHEN p_promo_sk IS NULL
+ THEN 1
+ ELSE 0 END) no_promo,
+ count(CASE WHEN p_promo_sk IS NOT NULL
+ THEN 1
+ ELSE 0 END) promo,
+ count(*) total_cnt
+FROM catalog_sales
+ JOIN inventory ON (cs_item_sk = inv_item_sk)
+ JOIN warehouse ON (w_warehouse_sk = inv_warehouse_sk)
+ JOIN item ON (i_item_sk = cs_item_sk)
+ JOIN customer_demographics ON (cs_bill_cdemo_sk = cd_demo_sk)
+ JOIN household_demographics ON (cs_bill_hdemo_sk = hd_demo_sk)
+ JOIN date_dim d1 ON (cs_sold_date_sk = d1.d_date_sk)
+ JOIN date_dim d2 ON (inv_date_sk = d2.d_date_sk)
+ JOIN date_dim d3 ON (cs_ship_date_sk = d3.d_date_sk)
+ LEFT OUTER JOIN promotion ON (cs_promo_sk = p_promo_sk)
+ LEFT OUTER JOIN catalog_returns ON (cr_item_sk = cs_item_sk AND cr_order_number = cs_order_number)
+WHERE d1.d_week_seq = d2.d_week_seq
+ AND inv_quantity_on_hand < cs_quantity
+ AND d3.d_date > (cast(d1.d_date AS DATE) + interval 5 days)
+ AND hd_buy_potential = '>10000'
+ AND d1.d_year = 1999
+ AND hd_buy_potential = '>10000'
+ AND cd_marital_status = 'D'
+ AND d1.d_year = 1999
+GROUP BY i_item_desc, w_warehouse_name, d1.d_week_seq
+ORDER BY total_cnt DESC, i_item_desc, w_warehouse_name, d_week_seq
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q73.sql b/sql/core/src/test/resources/tpcds/q73.sql
new file mode 100755
index 0000000000000000000000000000000000000000..881be2e9024d7219b14bfcf39046f9bdfeccb020
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q73.sql
@@ -0,0 +1,30 @@
+SELECT
+ c_last_name,
+ c_first_name,
+ c_salutation,
+ c_preferred_cust_flag,
+ ss_ticket_number,
+ cnt
+FROM
+ (SELECT
+ ss_ticket_number,
+ ss_customer_sk,
+ count(*) cnt
+ FROM store_sales, date_dim, store, household_demographics
+ WHERE store_sales.ss_sold_date_sk = date_dim.d_date_sk
+ AND store_sales.ss_store_sk = store.s_store_sk
+ AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND date_dim.d_dom BETWEEN 1 AND 2
+ AND (household_demographics.hd_buy_potential = '>10000' OR
+ household_demographics.hd_buy_potential = 'unknown')
+ AND household_demographics.hd_vehicle_count > 0
+ AND CASE WHEN household_demographics.hd_vehicle_count > 0
+ THEN
+ household_demographics.hd_dep_count / household_demographics.hd_vehicle_count
+ ELSE NULL END > 1
+ AND date_dim.d_year IN (1999, 1999 + 1, 1999 + 2)
+ AND store.s_county IN ('Williamson County', 'Franklin Parish', 'Bronx County', 'Orange County')
+ GROUP BY ss_ticket_number, ss_customer_sk) dj, customer
+WHERE ss_customer_sk = c_customer_sk
+ AND cnt BETWEEN 1 AND 5
+ORDER BY cnt DESC
diff --git a/sql/core/src/test/resources/tpcds/q74.sql b/sql/core/src/test/resources/tpcds/q74.sql
new file mode 100755
index 0000000000000000000000000000000000000000..154b26d6802a3a5c7199b774abe3e5b6a34d0919
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q74.sql
@@ -0,0 +1,58 @@
+WITH year_total AS (
+ SELECT
+ c_customer_id customer_id,
+ c_first_name customer_first_name,
+ c_last_name customer_last_name,
+ d_year AS year,
+ sum(ss_net_paid) 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
+ AND d_year IN (2001, 2001 + 1)
+ GROUP BY
+ c_customer_id, c_first_name, c_last_name, d_year
+ UNION ALL
+ SELECT
+ c_customer_id customer_id,
+ c_first_name customer_first_name,
+ c_last_name customer_last_name,
+ d_year AS year,
+ sum(ws_net_paid) 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
+ AND d_year IN (2001, 2001 + 1)
+ GROUP BY
+ c_customer_id, c_first_name, c_last_name, d_year)
+SELECT
+ t_s_secyear.customer_id,
+ t_s_secyear.customer_first_name,
+ t_s_secyear.customer_last_name
+FROM
+ year_total t_s_firstyear, year_total t_s_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_w_secyear.customer_id
+ AND t_s_firstyear.customer_id = t_w_firstyear.customer_id
+ AND t_s_firstyear.sale_type = 's'
+ AND t_w_firstyear.sale_type = 'w'
+ AND t_s_secyear.sale_type = 's'
+ AND t_w_secyear.sale_type = 'w'
+ AND t_s_firstyear.year = 2001
+ AND t_s_secyear.year = 2001 + 1
+ AND t_w_firstyear.year = 2001
+ AND t_w_secyear.year = 2001 + 1
+ AND t_s_firstyear.year_total > 0
+ AND t_w_firstyear.year_total > 0
+ AND CASE WHEN t_w_firstyear.year_total > 0
+ THEN t_w_secyear.year_total / t_w_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
+ORDER BY 1, 1, 1
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q75.sql b/sql/core/src/test/resources/tpcds/q75.sql
new file mode 100755
index 0000000000000000000000000000000000000000..2a143232b5196ca694584d186decfe36efd1c4d3
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q75.sql
@@ -0,0 +1,76 @@
+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
diff --git a/sql/core/src/test/resources/tpcds/q76.sql b/sql/core/src/test/resources/tpcds/q76.sql
new file mode 100755
index 0000000000000000000000000000000000000000..815fa922be19d570b0b2bf50fd940302856d802c
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q76.sql
@@ -0,0 +1,47 @@
+SELECT
+ channel,
+ col_name,
+ d_year,
+ d_qoy,
+ i_category,
+ COUNT(*) sales_cnt,
+ SUM(ext_sales_price) sales_amt
+FROM (
+ SELECT
+ 'store' AS channel,
+ ss_store_sk col_name,
+ d_year,
+ d_qoy,
+ i_category,
+ ss_ext_sales_price ext_sales_price
+ FROM store_sales, item, date_dim
+ WHERE ss_store_sk IS NULL
+ AND ss_sold_date_sk = d_date_sk
+ AND ss_item_sk = i_item_sk
+ UNION ALL
+ SELECT
+ 'web' AS channel,
+ ws_ship_customer_sk col_name,
+ d_year,
+ d_qoy,
+ i_category,
+ ws_ext_sales_price ext_sales_price
+ FROM web_sales, item, date_dim
+ WHERE ws_ship_customer_sk IS NULL
+ AND ws_sold_date_sk = d_date_sk
+ AND ws_item_sk = i_item_sk
+ UNION ALL
+ SELECT
+ 'catalog' AS channel,
+ cs_ship_addr_sk col_name,
+ d_year,
+ d_qoy,
+ i_category,
+ cs_ext_sales_price ext_sales_price
+ FROM catalog_sales, item, date_dim
+ WHERE cs_ship_addr_sk IS NULL
+ AND cs_sold_date_sk = d_date_sk
+ AND cs_item_sk = i_item_sk) foo
+GROUP BY channel, col_name, d_year, d_qoy, i_category
+ORDER BY channel, col_name, d_year, d_qoy, i_category
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q77.sql b/sql/core/src/test/resources/tpcds/q77.sql
new file mode 100755
index 0000000000000000000000000000000000000000..7830f96e765154b41f686b550ae12468f33ca4bf
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q77.sql
@@ -0,0 +1,100 @@
+WITH ss AS
+(SELECT
+ s_store_sk,
+ sum(ss_ext_sales_price) AS sales,
+ sum(ss_net_profit) AS profit
+ FROM store_sales, date_dim, store
+ WHERE ss_sold_date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-03' AS DATE) AND
+ (cast('2000-08-03' AS DATE) + INTERVAL 30 days)
+ AND ss_store_sk = s_store_sk
+ GROUP BY s_store_sk),
+ sr AS
+ (SELECT
+ s_store_sk,
+ sum(sr_return_amt) AS returns,
+ sum(sr_net_loss) AS profit_loss
+ FROM store_returns, date_dim, store
+ WHERE sr_returned_date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-03' AS DATE) AND
+ (cast('2000-08-03' AS DATE) + INTERVAL 30 days)
+ AND sr_store_sk = s_store_sk
+ GROUP BY s_store_sk),
+ cs AS
+ (SELECT
+ cs_call_center_sk,
+ sum(cs_ext_sales_price) AS sales,
+ sum(cs_net_profit) AS profit
+ FROM catalog_sales, date_dim
+ WHERE cs_sold_date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-03' AS DATE) AND
+ (cast('2000-08-03' AS DATE) + INTERVAL 30 days)
+ GROUP BY cs_call_center_sk),
+ cr AS
+ (SELECT
+ sum(cr_return_amount) AS returns,
+ sum(cr_net_loss) AS profit_loss
+ FROM catalog_returns, date_dim
+ WHERE cr_returned_date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-03]' AS DATE) AND
+ (cast('2000-08-03' AS DATE) + INTERVAL 30 days)),
+ ws AS
+ (SELECT
+ wp_web_page_sk,
+ sum(ws_ext_sales_price) AS sales,
+ sum(ws_net_profit) AS profit
+ FROM web_sales, date_dim, web_page
+ WHERE ws_sold_date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-03' AS DATE) AND
+ (cast('2000-08-03' AS DATE) + INTERVAL 30 days)
+ AND ws_web_page_sk = wp_web_page_sk
+ GROUP BY wp_web_page_sk),
+ wr AS
+ (SELECT
+ wp_web_page_sk,
+ sum(wr_return_amt) AS returns,
+ sum(wr_net_loss) AS profit_loss
+ FROM web_returns, date_dim, web_page
+ WHERE wr_returned_date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-03' AS DATE) AND
+ (cast('2000-08-03' AS DATE) + INTERVAL 30 days)
+ AND wr_web_page_sk = wp_web_page_sk
+ GROUP BY wp_web_page_sk)
+SELECT
+ channel,
+ id,
+ sum(sales) AS sales,
+ sum(returns) AS returns,
+ sum(profit) AS profit
+FROM
+ (SELECT
+ 'store channel' AS channel,
+ ss.s_store_sk AS id,
+ sales,
+ coalesce(returns, 0) AS returns,
+ (profit - coalesce(profit_loss, 0)) AS profit
+ FROM ss
+ LEFT JOIN sr
+ ON ss.s_store_sk = sr.s_store_sk
+ UNION ALL
+ SELECT
+ 'catalog channel' AS channel,
+ cs_call_center_sk AS id,
+ sales,
+ returns,
+ (profit - profit_loss) AS profit
+ FROM cs, cr
+ UNION ALL
+ SELECT
+ 'web channel' AS channel,
+ ws.wp_web_page_sk AS id,
+ sales,
+ coalesce(returns, 0) returns,
+ (profit - coalesce(profit_loss, 0)) AS profit
+ FROM ws
+ LEFT JOIN wr
+ ON ws.wp_web_page_sk = wr.wp_web_page_sk
+ ) x
+GROUP BY ROLLUP (channel, id)
+ORDER BY channel, id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q78.sql b/sql/core/src/test/resources/tpcds/q78.sql
new file mode 100755
index 0000000000000000000000000000000000000000..07b0940e268821d58e048476f6cb72f01cc95cd1
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q78.sql
@@ -0,0 +1,64 @@
+WITH ws AS
+(SELECT
+ d_year AS ws_sold_year,
+ ws_item_sk,
+ ws_bill_customer_sk ws_customer_sk,
+ sum(ws_quantity) ws_qty,
+ sum(ws_wholesale_cost) ws_wc,
+ sum(ws_sales_price) 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,
+ cs_bill_customer_sk cs_customer_sk,
+ sum(cs_quantity) cs_qty,
+ sum(cs_wholesale_cost) cs_wc,
+ sum(cs_sales_price) 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,
+ ss_customer_sk,
+ sum(ss_quantity) ss_qty,
+ sum(ss_wholesale_cost) ss_wc,
+ sum(ss_sales_price) 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
+ round(ss_qty / (coalesce(ws_qty + cs_qty, 1)), 2) ratio,
+ ss_qty store_qty,
+ ss_wc store_wholesale_cost,
+ ss_sp store_sales_price,
+ coalesce(ws_qty, 0) + coalesce(cs_qty, 0) other_chan_qty,
+ coalesce(ws_wc, 0) + coalesce(cs_wc, 0) other_chan_wholesale_cost,
+ coalesce(ws_sp, 0) + coalesce(cs_sp, 0) 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 AND coalesce(cs_qty, 0) > 0 AND ss_sold_year = 2000
+ORDER BY
+ ratio,
+ ss_qty DESC, ss_wc DESC, ss_sp DESC,
+ other_chan_qty,
+ other_chan_wholesale_cost,
+ other_chan_sales_price,
+ round(ss_qty / (coalesce(ws_qty + cs_qty, 1)), 2)
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q79.sql b/sql/core/src/test/resources/tpcds/q79.sql
new file mode 100755
index 0000000000000000000000000000000000000000..08f86dc2032aab0753ae1a95967c1b552d2c02ea
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q79.sql
@@ -0,0 +1,27 @@
+SELECT
+ c_last_name,
+ c_first_name,
+ substr(s_city, 1, 30),
+ ss_ticket_number,
+ amt,
+ profit
+FROM
+ (SELECT
+ ss_ticket_number,
+ ss_customer_sk,
+ store.s_city,
+ sum(ss_coupon_amt) amt,
+ sum(ss_net_profit) profit
+ FROM store_sales, date_dim, store, household_demographics
+ WHERE store_sales.ss_sold_date_sk = date_dim.d_date_sk
+ AND store_sales.ss_store_sk = store.s_store_sk
+ AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND (household_demographics.hd_dep_count = 6 OR
+ household_demographics.hd_vehicle_count > 2)
+ AND date_dim.d_dow = 1
+ AND date_dim.d_year IN (1999, 1999 + 1, 1999 + 2)
+ AND store.s_number_employees BETWEEN 200 AND 295
+ GROUP BY ss_ticket_number, ss_customer_sk, ss_addr_sk, store.s_city) ms, customer
+WHERE ss_customer_sk = c_customer_sk
+ORDER BY c_last_name, c_first_name, substr(s_city, 1, 30), profit
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q8.sql b/sql/core/src/test/resources/tpcds/q8.sql
new file mode 100755
index 0000000000000000000000000000000000000000..497725111f4f303e7971123c348d2ca024a7853a
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q8.sql
@@ -0,0 +1,87 @@
+SELECT
+ s_store_name,
+ sum(ss_net_profit)
+FROM store_sales, date_dim, store,
+ (SELECT ca_zip
+ FROM (
+ (SELECT substr(ca_zip, 1, 5) ca_zip
+ FROM customer_address
+ WHERE substr(ca_zip, 1, 5) IN (
+ '24128','76232','65084','87816','83926','77556','20548',
+ '26231','43848','15126','91137','61265','98294','25782',
+ '17920','18426','98235','40081','84093','28577','55565',
+ '17183','54601','67897','22752','86284','18376','38607',
+ '45200','21756','29741','96765','23932','89360','29839',
+ '25989','28898','91068','72550','10390','18845','47770',
+ '82636','41367','76638','86198','81312','37126','39192',
+ '88424','72175','81426','53672','10445','42666','66864',
+ '66708','41248','48583','82276','18842','78890','49448',
+ '14089','38122','34425','79077','19849','43285','39861',
+ '66162','77610','13695','99543','83444','83041','12305',
+ '57665','68341','25003','57834','62878','49130','81096',
+ '18840','27700','23470','50412','21195','16021','76107',
+ '71954','68309','18119','98359','64544','10336','86379',
+ '27068','39736','98569','28915','24206','56529','57647',
+ '54917','42961','91110','63981','14922','36420','23006',
+ '67467','32754','30903','20260','31671','51798','72325',
+ '85816','68621','13955','36446','41766','68806','16725',
+ '15146','22744','35850','88086','51649','18270','52867',
+ '39972','96976','63792','11376','94898','13595','10516',
+ '90225','58943','39371','94945','28587','96576','57855',
+ '28488','26105','83933','25858','34322','44438','73171',
+ '30122','34102','22685','71256','78451','54364','13354',
+ '45375','40558','56458','28286','45266','47305','69399',
+ '83921','26233','11101','15371','69913','35942','15882',
+ '25631','24610','44165','99076','33786','70738','26653',
+ '14328','72305','62496','22152','10144','64147','48425',
+ '14663','21076','18799','30450','63089','81019','68893',
+ '24996','51200','51211','45692','92712','70466','79994',
+ '22437','25280','38935','71791','73134','56571','14060',
+ '19505','72425','56575','74351','68786','51650','20004',
+ '18383','76614','11634','18906','15765','41368','73241',
+ '76698','78567','97189','28545','76231','75691','22246',
+ '51061','90578','56691','68014','51103','94167','57047',
+ '14867','73520','15734','63435','25733','35474','24676',
+ '94627','53535','17879','15559','53268','59166','11928',
+ '59402','33282','45721','43933','68101','33515','36634',
+ '71286','19736','58058','55253','67473','41918','19515',
+ '36495','19430','22351','77191','91393','49156','50298',
+ '87501','18652','53179','18767','63193','23968','65164',
+ '68880','21286','72823','58470','67301','13394','31016',
+ '70372','67030','40604','24317','45748','39127','26065',
+ '77721','31029','31880','60576','24671','45549','13376',
+ '50016','33123','19769','22927','97789','46081','72151',
+ '15723','46136','51949','68100','96888','64528','14171',
+ '79777','28709','11489','25103','32213','78668','22245',
+ '15798','27156','37930','62971','21337','51622','67853',
+ '10567','38415','15455','58263','42029','60279','37125',
+ '56240','88190','50308','26859','64457','89091','82136',
+ '62377','36233','63837','58078','17043','30010','60099',
+ '28810','98025','29178','87343','73273','30469','64034',
+ '39516','86057','21309','90257','67875','40162','11356',
+ '73650','61810','72013','30431','22461','19512','13375',
+ '55307','30625','83849','68908','26689','96451','38193',
+ '46820','88885','84935','69035','83144','47537','56616',
+ '94983','48033','69952','25486','61547','27385','61860',
+ '58048','56910','16807','17871','35258','31387','35458',
+ '35576'))
+ INTERSECT
+ (SELECT ca_zip
+ FROM
+ (SELECT
+ substr(ca_zip, 1, 5) ca_zip,
+ count(*) cnt
+ FROM customer_address, customer
+ WHERE ca_address_sk = c_current_addr_sk AND
+ c_preferred_cust_flag = 'Y'
+ GROUP BY ca_zip
+ HAVING count(*) > 10) A1)
+ ) A2
+ ) V1
+WHERE ss_store_sk = s_store_sk
+ AND ss_sold_date_sk = d_date_sk
+ AND d_qoy = 2 AND d_year = 1998
+ AND (substr(s_zip, 1, 2) = substr(V1.ca_zip, 1, 2))
+GROUP BY s_store_name
+ORDER BY s_store_name
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q80.sql b/sql/core/src/test/resources/tpcds/q80.sql
new file mode 100755
index 0000000000000000000000000000000000000000..433db87d2a858005262d7077eb13b0ba7b4ac616
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q80.sql
@@ -0,0 +1,94 @@
+WITH ssr AS
+(SELECT
+ s_store_id AS store_id,
+ sum(ss_ext_sales_price) AS sales,
+ sum(coalesce(sr_return_amt, 0)) AS returns,
+ sum(ss_net_profit - coalesce(sr_net_loss, 0)) AS profit
+ FROM store_sales
+ LEFT OUTER JOIN store_returns ON
+ (ss_item_sk = sr_item_sk AND
+ ss_ticket_number = sr_ticket_number)
+ ,
+ date_dim, store, item, promotion
+ WHERE ss_sold_date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-23' AS DATE)
+ AND (cast('2000-08-23' AS DATE) + INTERVAL 30 days)
+ AND ss_store_sk = s_store_sk
+ AND ss_item_sk = i_item_sk
+ AND i_current_price > 50
+ AND ss_promo_sk = p_promo_sk
+ AND p_channel_tv = 'N'
+ GROUP BY s_store_id),
+ csr AS
+ (SELECT
+ cp_catalog_page_id AS catalog_page_id,
+ sum(cs_ext_sales_price) AS sales,
+ sum(coalesce(cr_return_amount, 0)) AS returns,
+ sum(cs_net_profit - coalesce(cr_net_loss, 0)) AS profit
+ FROM catalog_sales
+ LEFT OUTER JOIN catalog_returns ON
+ (cs_item_sk = cr_item_sk AND
+ cs_order_number = cr_order_number)
+ ,
+ date_dim, catalog_page, item, promotion
+ WHERE cs_sold_date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-23' AS DATE)
+ AND (cast('2000-08-23' AS DATE) + INTERVAL 30 days)
+ AND cs_catalog_page_sk = cp_catalog_page_sk
+ AND cs_item_sk = i_item_sk
+ AND i_current_price > 50
+ AND cs_promo_sk = p_promo_sk
+ AND p_channel_tv = 'N'
+ GROUP BY cp_catalog_page_id),
+ wsr AS
+ (SELECT
+ web_site_id,
+ sum(ws_ext_sales_price) AS sales,
+ sum(coalesce(wr_return_amt, 0)) AS returns,
+ sum(ws_net_profit - coalesce(wr_net_loss, 0)) AS profit
+ FROM web_sales
+ LEFT OUTER JOIN web_returns ON
+ (ws_item_sk = wr_item_sk AND ws_order_number = wr_order_number)
+ ,
+ date_dim, web_site, item, promotion
+ WHERE ws_sold_date_sk = d_date_sk
+ AND d_date BETWEEN cast('2000-08-23' AS DATE)
+ AND (cast('2000-08-23' AS DATE) + INTERVAL 30 days)
+ AND ws_web_site_sk = web_site_sk
+ AND ws_item_sk = i_item_sk
+ AND i_current_price > 50
+ AND ws_promo_sk = p_promo_sk
+ AND p_channel_tv = 'N'
+ GROUP BY web_site_id)
+SELECT
+ channel,
+ id,
+ sum(sales) AS sales,
+ sum(returns) AS returns,
+ sum(profit) AS profit
+FROM (SELECT
+ 'store channel' AS channel,
+ concat('store', store_id) AS id,
+ sales,
+ returns,
+ profit
+ FROM ssr
+ UNION ALL
+ SELECT
+ 'catalog channel' AS channel,
+ concat('catalog_page', catalog_page_id) AS id,
+ sales,
+ returns,
+ profit
+ FROM csr
+ UNION ALL
+ SELECT
+ 'web channel' AS channel,
+ concat('web_site', web_site_id) AS id,
+ sales,
+ returns,
+ profit
+ FROM wsr) x
+GROUP BY ROLLUP (channel, id)
+ORDER BY channel, id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q81.sql b/sql/core/src/test/resources/tpcds/q81.sql
new file mode 100755
index 0000000000000000000000000000000000000000..18f0ffa7e8f4ce7086b894059a72a906938edfa8
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q81.sql
@@ -0,0 +1,38 @@
+WITH customer_total_return AS
+(SELECT
+ cr_returning_customer_sk AS ctr_customer_sk,
+ ca_state AS ctr_state,
+ sum(cr_return_amt_inc_tax) AS ctr_total_return
+ FROM catalog_returns, date_dim, customer_address
+ WHERE cr_returned_date_sk = d_date_sk
+ AND d_year = 2000
+ AND cr_returning_addr_sk = ca_address_sk
+ GROUP BY cr_returning_customer_sk, ca_state )
+SELECT
+ c_customer_id,
+ c_salutation,
+ c_first_name,
+ c_last_name,
+ ca_street_number,
+ ca_street_name,
+ ca_street_type,
+ ca_suite_number,
+ ca_city,
+ ca_county,
+ ca_state,
+ ca_zip,
+ ca_country,
+ ca_gmt_offset,
+ ca_location_type,
+ ctr_total_return
+FROM customer_total_return ctr1, customer_address, customer
+WHERE ctr1.ctr_total_return > (SELECT avg(ctr_total_return) * 1.2
+FROM customer_total_return ctr2
+WHERE ctr1.ctr_state = ctr2.ctr_state)
+ AND ca_address_sk = c_current_addr_sk
+ AND ca_state = 'GA'
+ AND ctr1.ctr_customer_sk = c_customer_sk
+ORDER BY c_customer_id, c_salutation, c_first_name, c_last_name, ca_street_number, ca_street_name
+ , ca_street_type, ca_suite_number, ca_city, ca_county, ca_state, ca_zip, ca_country, ca_gmt_offset
+ , ca_location_type, ctr_total_return
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q82.sql b/sql/core/src/test/resources/tpcds/q82.sql
new file mode 100755
index 0000000000000000000000000000000000000000..20942cfeb0787c764cca21a87f4dcf8c5f07a9f3
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q82.sql
@@ -0,0 +1,15 @@
+SELECT
+ i_item_id,
+ i_item_desc,
+ i_current_price
+FROM item, inventory, date_dim, store_sales
+WHERE i_current_price BETWEEN 62 AND 62 + 30
+ AND inv_item_sk = i_item_sk
+ AND d_date_sk = inv_date_sk
+ AND d_date BETWEEN cast('2000-05-25' AS DATE) AND (cast('2000-05-25' AS DATE) + INTERVAL 60 days)
+ AND i_manufact_id IN (129, 270, 821, 423)
+ AND inv_quantity_on_hand BETWEEN 100 AND 500
+ AND ss_item_sk = i_item_sk
+GROUP BY i_item_id, i_item_desc, i_current_price
+ORDER BY i_item_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q83.sql b/sql/core/src/test/resources/tpcds/q83.sql
new file mode 100755
index 0000000000000000000000000000000000000000..53c10c7ded6c19322e822b50df7bfc677277eeca
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q83.sql
@@ -0,0 +1,56 @@
+WITH sr_items AS
+(SELECT
+ i_item_id item_id,
+ sum(sr_return_quantity) sr_item_qty
+ FROM store_returns, item, date_dim
+ WHERE sr_item_sk = i_item_sk
+ AND d_date IN (SELECT d_date
+ FROM date_dim
+ WHERE d_week_seq IN
+ (SELECT d_week_seq
+ FROM date_dim
+ WHERE d_date IN ('2000-06-30', '2000-09-27', '2000-11-17')))
+ AND sr_returned_date_sk = d_date_sk
+ GROUP BY i_item_id),
+ cr_items AS
+ (SELECT
+ i_item_id item_id,
+ sum(cr_return_quantity) cr_item_qty
+ FROM catalog_returns, item, date_dim
+ WHERE cr_item_sk = i_item_sk
+ AND d_date IN (SELECT d_date
+ FROM date_dim
+ WHERE d_week_seq IN
+ (SELECT d_week_seq
+ FROM date_dim
+ WHERE d_date IN ('2000-06-30', '2000-09-27', '2000-11-17')))
+ AND cr_returned_date_sk = d_date_sk
+ GROUP BY i_item_id),
+ wr_items AS
+ (SELECT
+ i_item_id item_id,
+ sum(wr_return_quantity) wr_item_qty
+ FROM web_returns, item, date_dim
+ WHERE wr_item_sk = i_item_sk AND d_date IN
+ (SELECT d_date
+ FROM date_dim
+ WHERE d_week_seq IN
+ (SELECT d_week_seq
+ FROM date_dim
+ WHERE d_date IN ('2000-06-30', '2000-09-27', '2000-11-17')))
+ AND wr_returned_date_sk = d_date_sk
+ GROUP BY i_item_id)
+SELECT
+ sr_items.item_id,
+ sr_item_qty,
+ sr_item_qty / (sr_item_qty + cr_item_qty + wr_item_qty) / 3.0 * 100 sr_dev,
+ cr_item_qty,
+ cr_item_qty / (sr_item_qty + cr_item_qty + wr_item_qty) / 3.0 * 100 cr_dev,
+ wr_item_qty,
+ wr_item_qty / (sr_item_qty + cr_item_qty + wr_item_qty) / 3.0 * 100 wr_dev,
+ (sr_item_qty + cr_item_qty + wr_item_qty) / 3.0 average
+FROM sr_items, cr_items, wr_items
+WHERE sr_items.item_id = cr_items.item_id
+ AND sr_items.item_id = wr_items.item_id
+ORDER BY sr_items.item_id, sr_item_qty
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q84.sql b/sql/core/src/test/resources/tpcds/q84.sql
new file mode 100755
index 0000000000000000000000000000000000000000..a1076b57ced5c44c3ee5b96f94ec1b546e596901
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q84.sql
@@ -0,0 +1,19 @@
+SELECT
+ c_customer_id AS customer_id,
+ concat(c_last_name, ', ', c_first_name) AS customername
+FROM customer
+ , customer_address
+ , customer_demographics
+ , household_demographics
+ , income_band
+ , store_returns
+WHERE ca_city = 'Edgewood'
+ AND c_current_addr_sk = ca_address_sk
+ AND ib_lower_bound >= 38128
+ AND ib_upper_bound <= 38128 + 50000
+ AND ib_income_band_sk = hd_income_band_sk
+ AND cd_demo_sk = c_current_cdemo_sk
+ AND hd_demo_sk = c_current_hdemo_sk
+ AND sr_cdemo_sk = cd_demo_sk
+ORDER BY c_customer_id
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q85.sql b/sql/core/src/test/resources/tpcds/q85.sql
new file mode 100755
index 0000000000000000000000000000000000000000..cf718b0f8adec9deb62c17e38b17cf5f4ad5af10
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q85.sql
@@ -0,0 +1,82 @@
+SELECT
+ substr(r_reason_desc, 1, 20),
+ avg(ws_quantity),
+ avg(wr_refunded_cash),
+ avg(wr_fee)
+FROM web_sales, web_returns, web_page, customer_demographics cd1,
+ customer_demographics cd2, customer_address, date_dim, reason
+WHERE ws_web_page_sk = wp_web_page_sk
+ AND ws_item_sk = wr_item_sk
+ AND ws_order_number = wr_order_number
+ AND ws_sold_date_sk = d_date_sk AND d_year = 2000
+ AND cd1.cd_demo_sk = wr_refunded_cdemo_sk
+ AND cd2.cd_demo_sk = wr_returning_cdemo_sk
+ AND ca_address_sk = wr_refunded_addr_sk
+ AND r_reason_sk = wr_reason_sk
+ AND
+ (
+ (
+ cd1.cd_marital_status = 'M'
+ AND
+ cd1.cd_marital_status = cd2.cd_marital_status
+ AND
+ cd1.cd_education_status = 'Advanced Degree'
+ AND
+ cd1.cd_education_status = cd2.cd_education_status
+ AND
+ ws_sales_price BETWEEN 100.00 AND 150.00
+ )
+ OR
+ (
+ cd1.cd_marital_status = 'S'
+ AND
+ cd1.cd_marital_status = cd2.cd_marital_status
+ AND
+ cd1.cd_education_status = 'College'
+ AND
+ cd1.cd_education_status = cd2.cd_education_status
+ AND
+ ws_sales_price BETWEEN 50.00 AND 100.00
+ )
+ OR
+ (
+ cd1.cd_marital_status = 'W'
+ AND
+ cd1.cd_marital_status = cd2.cd_marital_status
+ AND
+ cd1.cd_education_status = '2 yr Degree'
+ AND
+ cd1.cd_education_status = cd2.cd_education_status
+ AND
+ ws_sales_price BETWEEN 150.00 AND 200.00
+ )
+ )
+ AND
+ (
+ (
+ ca_country = 'United States'
+ AND
+ ca_state IN ('IN', 'OH', 'NJ')
+ AND ws_net_profit BETWEEN 100 AND 200
+ )
+ OR
+ (
+ ca_country = 'United States'
+ AND
+ ca_state IN ('WI', 'CT', 'KY')
+ AND ws_net_profit BETWEEN 150 AND 300
+ )
+ OR
+ (
+ ca_country = 'United States'
+ AND
+ ca_state IN ('LA', 'IA', 'AR')
+ AND ws_net_profit BETWEEN 50 AND 250
+ )
+ )
+GROUP BY r_reason_desc
+ORDER BY substr(r_reason_desc, 1, 20)
+ , avg(ws_quantity)
+ , avg(wr_refunded_cash)
+ , avg(wr_fee)
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q86.sql b/sql/core/src/test/resources/tpcds/q86.sql
new file mode 100755
index 0000000000000000000000000000000000000000..789a4abf7b5f7c99bad1fbd1190f3b8dcc9102bf
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q86.sql
@@ -0,0 +1,24 @@
+SELECT
+ sum(ws_net_paid) AS total_sum,
+ i_category,
+ i_class,
+ grouping(i_category) + grouping(i_class) AS lochierarchy,
+ rank()
+ OVER (
+ PARTITION BY grouping(i_category) + grouping(i_class),
+ CASE WHEN grouping(i_class) = 0
+ THEN i_category END
+ ORDER BY sum(ws_net_paid) DESC) AS rank_within_parent
+FROM
+ web_sales, date_dim d1, item
+WHERE
+ d1.d_month_seq BETWEEN 1200 AND 1200 + 11
+ AND d1.d_date_sk = ws_sold_date_sk
+ AND i_item_sk = ws_item_sk
+GROUP BY ROLLUP (i_category, i_class)
+ORDER BY
+ lochierarchy DESC,
+ CASE WHEN lochierarchy = 0
+ THEN i_category END,
+ rank_within_parent
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q87.sql b/sql/core/src/test/resources/tpcds/q87.sql
new file mode 100755
index 0000000000000000000000000000000000000000..4aaa9f39dce9ee1c195878d8005665ac51788993
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q87.sql
@@ -0,0 +1,28 @@
+SELECT count(*)
+FROM ((SELECT DISTINCT
+ c_last_name,
+ c_first_name,
+ d_date
+FROM store_sales, date_dim, customer
+WHERE store_sales.ss_sold_date_sk = date_dim.d_date_sk
+ AND store_sales.ss_customer_sk = customer.c_customer_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11)
+ EXCEPT
+ (SELECT DISTINCT
+ c_last_name,
+ c_first_name,
+ d_date
+ FROM catalog_sales, date_dim, customer
+ WHERE catalog_sales.cs_sold_date_sk = date_dim.d_date_sk
+ AND catalog_sales.cs_bill_customer_sk = customer.c_customer_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11)
+ EXCEPT
+ (SELECT DISTINCT
+ c_last_name,
+ c_first_name,
+ d_date
+ FROM web_sales, date_dim, customer
+ WHERE web_sales.ws_sold_date_sk = date_dim.d_date_sk
+ AND web_sales.ws_bill_customer_sk = customer.c_customer_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11)
+ ) cool_cust
diff --git a/sql/core/src/test/resources/tpcds/q88.sql b/sql/core/src/test/resources/tpcds/q88.sql
new file mode 100755
index 0000000000000000000000000000000000000000..25bcd90f41ab67e81fb9da4639e2e7d4af7ef3f0
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q88.sql
@@ -0,0 +1,122 @@
+SELECT *
+FROM
+ (SELECT count(*) h8_30_to_9
+ FROM store_sales, household_demographics, time_dim, store
+ WHERE ss_sold_time_sk = time_dim.t_time_sk
+ AND ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND ss_store_sk = s_store_sk
+ AND time_dim.t_hour = 8
+ AND time_dim.t_minute >= 30
+ AND (
+ (household_demographics.hd_dep_count = 4 AND household_demographics.hd_vehicle_count <= 4 + 2)
+ OR
+ (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 2 + 2)
+ OR
+ (household_demographics.hd_dep_count = 0 AND
+ household_demographics.hd_vehicle_count <= 0 + 2))
+ AND store.s_store_name = 'ese') s1,
+ (SELECT count(*) h9_to_9_30
+ FROM store_sales, household_demographics, time_dim, store
+ WHERE ss_sold_time_sk = time_dim.t_time_sk
+ AND ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND ss_store_sk = s_store_sk
+ AND time_dim.t_hour = 9
+ AND time_dim.t_minute < 30
+ AND (
+ (household_demographics.hd_dep_count = 4 AND household_demographics.hd_vehicle_count <= 4 + 2)
+ OR
+ (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 2 + 2)
+ OR
+ (household_demographics.hd_dep_count = 0 AND
+ household_demographics.hd_vehicle_count <= 0 + 2))
+ AND store.s_store_name = 'ese') s2,
+ (SELECT count(*) h9_30_to_10
+ FROM store_sales, household_demographics, time_dim, store
+ WHERE ss_sold_time_sk = time_dim.t_time_sk
+ AND ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND ss_store_sk = s_store_sk
+ AND time_dim.t_hour = 9
+ AND time_dim.t_minute >= 30
+ AND (
+ (household_demographics.hd_dep_count = 4 AND household_demographics.hd_vehicle_count <= 4 + 2)
+ OR
+ (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 2 + 2)
+ OR
+ (household_demographics.hd_dep_count = 0 AND
+ household_demographics.hd_vehicle_count <= 0 + 2))
+ AND store.s_store_name = 'ese') s3,
+ (SELECT count(*) h10_to_10_30
+ FROM store_sales, household_demographics, time_dim, store
+ WHERE ss_sold_time_sk = time_dim.t_time_sk
+ AND ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND ss_store_sk = s_store_sk
+ AND time_dim.t_hour = 10
+ AND time_dim.t_minute < 30
+ AND (
+ (household_demographics.hd_dep_count = 4 AND household_demographics.hd_vehicle_count <= 4 + 2)
+ OR
+ (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 2 + 2)
+ OR
+ (household_demographics.hd_dep_count = 0 AND
+ household_demographics.hd_vehicle_count <= 0 + 2))
+ AND store.s_store_name = 'ese') s4,
+ (SELECT count(*) h10_30_to_11
+ FROM store_sales, household_demographics, time_dim, store
+ WHERE ss_sold_time_sk = time_dim.t_time_sk
+ AND ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND ss_store_sk = s_store_sk
+ AND time_dim.t_hour = 10
+ AND time_dim.t_minute >= 30
+ AND (
+ (household_demographics.hd_dep_count = 4 AND household_demographics.hd_vehicle_count <= 4 + 2)
+ OR
+ (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 2 + 2)
+ OR
+ (household_demographics.hd_dep_count = 0 AND
+ household_demographics.hd_vehicle_count <= 0 + 2))
+ AND store.s_store_name = 'ese') s5,
+ (SELECT count(*) h11_to_11_30
+ FROM store_sales, household_demographics, time_dim, store
+ WHERE ss_sold_time_sk = time_dim.t_time_sk
+ AND ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND ss_store_sk = s_store_sk
+ AND time_dim.t_hour = 11
+ AND time_dim.t_minute < 30
+ AND (
+ (household_demographics.hd_dep_count = 4 AND household_demographics.hd_vehicle_count <= 4 + 2)
+ OR
+ (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 2 + 2)
+ OR
+ (household_demographics.hd_dep_count = 0 AND
+ household_demographics.hd_vehicle_count <= 0 + 2))
+ AND store.s_store_name = 'ese') s6,
+ (SELECT count(*) h11_30_to_12
+ FROM store_sales, household_demographics, time_dim, store
+ WHERE ss_sold_time_sk = time_dim.t_time_sk
+ AND ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND ss_store_sk = s_store_sk
+ AND time_dim.t_hour = 11
+ AND time_dim.t_minute >= 30
+ AND (
+ (household_demographics.hd_dep_count = 4 AND household_demographics.hd_vehicle_count <= 4 + 2)
+ OR
+ (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 2 + 2)
+ OR
+ (household_demographics.hd_dep_count = 0 AND
+ household_demographics.hd_vehicle_count <= 0 + 2))
+ AND store.s_store_name = 'ese') s7,
+ (SELECT count(*) h12_to_12_30
+ FROM store_sales, household_demographics, time_dim, store
+ WHERE ss_sold_time_sk = time_dim.t_time_sk
+ AND ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND ss_store_sk = s_store_sk
+ AND time_dim.t_hour = 12
+ AND time_dim.t_minute < 30
+ AND (
+ (household_demographics.hd_dep_count = 4 AND household_demographics.hd_vehicle_count <= 4 + 2)
+ OR
+ (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 2 + 2)
+ OR
+ (household_demographics.hd_dep_count = 0 AND
+ household_demographics.hd_vehicle_count <= 0 + 2))
+ AND store.s_store_name = 'ese') s8
diff --git a/sql/core/src/test/resources/tpcds/q89.sql b/sql/core/src/test/resources/tpcds/q89.sql
new file mode 100755
index 0000000000000000000000000000000000000000..75408cb0323f83f296f23769ece6a115b8b2c027
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q89.sql
@@ -0,0 +1,30 @@
+SELECT *
+FROM (
+ SELECT
+ i_category,
+ i_class,
+ i_brand,
+ s_store_name,
+ s_company_name,
+ d_moy,
+ sum(ss_sales_price) sum_sales,
+ avg(sum(ss_sales_price))
+ OVER
+ (PARTITION BY i_category, i_brand, s_store_name, s_company_name)
+ avg_monthly_sales
+ FROM item, store_sales, date_dim, store
+ WHERE ss_item_sk = i_item_sk AND
+ ss_sold_date_sk = d_date_sk AND
+ ss_store_sk = s_store_sk AND
+ d_year IN (1999) AND
+ ((i_category IN ('Books', 'Electronics', 'Sports') AND
+ i_class IN ('computers', 'stereo', 'football'))
+ OR (i_category IN ('Men', 'Jewelry', 'Women') AND
+ i_class IN ('shirts', 'birdal', 'dresses')))
+ GROUP BY i_category, i_class, i_brand,
+ s_store_name, s_company_name, d_moy) tmp1
+WHERE CASE WHEN (avg_monthly_sales <> 0)
+ THEN (abs(sum_sales - avg_monthly_sales) / avg_monthly_sales)
+ ELSE NULL END > 0.1
+ORDER BY sum_sales - avg_monthly_sales, s_store_name
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q9.sql b/sql/core/src/test/resources/tpcds/q9.sql
new file mode 100755
index 0000000000000000000000000000000000000000..de3db9d988f1ec02dc2a46329eb5164782eaf6c8
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q9.sql
@@ -0,0 +1,48 @@
+SELECT
+ CASE WHEN (SELECT count(*)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 1 AND 20) > 62316685
+ THEN (SELECT avg(ss_ext_discount_amt)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 1 AND 20)
+ ELSE (SELECT avg(ss_net_paid)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 1 AND 20) END bucket1,
+ CASE WHEN (SELECT count(*)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 21 AND 40) > 19045798
+ THEN (SELECT avg(ss_ext_discount_amt)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 21 AND 40)
+ ELSE (SELECT avg(ss_net_paid)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 21 AND 40) END bucket2,
+ CASE WHEN (SELECT count(*)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 41 AND 60) > 365541424
+ THEN (SELECT avg(ss_ext_discount_amt)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 41 AND 60)
+ ELSE (SELECT avg(ss_net_paid)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 41 AND 60) END bucket3,
+ CASE WHEN (SELECT count(*)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 61 AND 80) > 216357808
+ THEN (SELECT avg(ss_ext_discount_amt)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 61 AND 80)
+ ELSE (SELECT avg(ss_net_paid)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 61 AND 80) END bucket4,
+ CASE WHEN (SELECT count(*)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 81 AND 100) > 184483884
+ THEN (SELECT avg(ss_ext_discount_amt)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 81 AND 100)
+ ELSE (SELECT avg(ss_net_paid)
+ FROM store_sales
+ WHERE ss_quantity BETWEEN 81 AND 100) END bucket5
+FROM reason
+WHERE r_reason_sk = 1
diff --git a/sql/core/src/test/resources/tpcds/q90.sql b/sql/core/src/test/resources/tpcds/q90.sql
new file mode 100755
index 0000000000000000000000000000000000000000..85e35bf8bf8ecd6677283092d80565fcd5ac3ec8
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q90.sql
@@ -0,0 +1,19 @@
+SELECT cast(amc AS DECIMAL(15, 4)) / cast(pmc AS DECIMAL(15, 4)) am_pm_ratio
+FROM (SELECT count(*) amc
+FROM web_sales, household_demographics, time_dim, web_page
+WHERE ws_sold_time_sk = time_dim.t_time_sk
+ AND ws_ship_hdemo_sk = household_demographics.hd_demo_sk
+ AND ws_web_page_sk = web_page.wp_web_page_sk
+ AND time_dim.t_hour BETWEEN 8 AND 8 + 1
+ AND household_demographics.hd_dep_count = 6
+ AND web_page.wp_char_count BETWEEN 5000 AND 5200) at,
+ (SELECT count(*) pmc
+ FROM web_sales, household_demographics, time_dim, web_page
+ WHERE ws_sold_time_sk = time_dim.t_time_sk
+ AND ws_ship_hdemo_sk = household_demographics.hd_demo_sk
+ AND ws_web_page_sk = web_page.wp_web_page_sk
+ AND time_dim.t_hour BETWEEN 19 AND 19 + 1
+ AND household_demographics.hd_dep_count = 6
+ AND web_page.wp_char_count BETWEEN 5000 AND 5200) pt
+ORDER BY am_pm_ratio
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q91.sql b/sql/core/src/test/resources/tpcds/q91.sql
new file mode 100755
index 0000000000000000000000000000000000000000..9ca7ce00ac775848c506121ab2884312240ee59c
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q91.sql
@@ -0,0 +1,23 @@
+SELECT
+ cc_call_center_id Call_Center,
+ cc_name Call_Center_Name,
+ cc_manager Manager,
+ sum(cr_net_loss) Returns_Loss
+FROM
+ call_center, catalog_returns, date_dim, customer, customer_address,
+ customer_demographics, household_demographics
+WHERE
+ cr_call_center_sk = cc_call_center_sk
+ AND cr_returned_date_sk = d_date_sk
+ AND cr_returning_customer_sk = c_customer_sk
+ AND cd_demo_sk = c_current_cdemo_sk
+ AND hd_demo_sk = c_current_hdemo_sk
+ AND ca_address_sk = c_current_addr_sk
+ AND d_year = 1998
+ AND d_moy = 11
+ AND ((cd_marital_status = 'M' AND cd_education_status = 'Unknown')
+ OR (cd_marital_status = 'W' AND cd_education_status = 'Advanced Degree'))
+ AND hd_buy_potential LIKE 'Unknown%'
+ AND ca_gmt_offset = -7
+GROUP BY cc_call_center_id, cc_name, cc_manager, cd_marital_status, cd_education_status
+ORDER BY sum(cr_net_loss) DESC
diff --git a/sql/core/src/test/resources/tpcds/q92.sql b/sql/core/src/test/resources/tpcds/q92.sql
new file mode 100755
index 0000000000000000000000000000000000000000..99129c3bd9e5bf36295ce84074257c14031d4844
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q92.sql
@@ -0,0 +1,16 @@
+SELECT sum(ws_ext_discount_amt) AS `Excess Discount Amount `
+FROM web_sales, item, date_dim
+WHERE i_manufact_id = 350
+ AND i_item_sk = ws_item_sk
+ AND d_date BETWEEN '2000-01-27' AND (cast('2000-01-27' AS DATE) + INTERVAL 90 days)
+ AND d_date_sk = ws_sold_date_sk
+ AND ws_ext_discount_amt >
+ (
+ SELECT 1.3 * avg(ws_ext_discount_amt)
+ FROM web_sales, date_dim
+ WHERE ws_item_sk = i_item_sk
+ AND d_date BETWEEN '2000-01-27' AND (cast('2000-01-27' AS DATE) + INTERVAL 90 days)
+ AND d_date_sk = ws_sold_date_sk
+ )
+ORDER BY sum(ws_ext_discount_amt)
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q93.sql b/sql/core/src/test/resources/tpcds/q93.sql
new file mode 100755
index 0000000000000000000000000000000000000000..222dc31c1f561d25f26721ad8cdb63f7aed075f0
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q93.sql
@@ -0,0 +1,19 @@
+SELECT
+ ss_customer_sk,
+ sum(act_sales) sumsales
+FROM (SELECT
+ ss_item_sk,
+ ss_ticket_number,
+ ss_customer_sk,
+ CASE WHEN sr_return_quantity IS NOT NULL
+ THEN (ss_quantity - sr_return_quantity) * ss_sales_price
+ ELSE (ss_quantity * ss_sales_price) END act_sales
+FROM store_sales
+ LEFT OUTER JOIN store_returns
+ ON (sr_item_sk = ss_item_sk AND sr_ticket_number = ss_ticket_number)
+ ,
+ reason
+WHERE sr_reason_sk = r_reason_sk AND r_reason_desc = 'reason 28') t
+GROUP BY ss_customer_sk
+ORDER BY sumsales, ss_customer_sk
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q94.sql b/sql/core/src/test/resources/tpcds/q94.sql
new file mode 100755
index 0000000000000000000000000000000000000000..d6de3d75b82d2b1cfcbafdc59eb12dfb54e0cbc7
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q94.sql
@@ -0,0 +1,23 @@
+SELECT
+ count(DISTINCT ws_order_number) AS `order count `,
+ sum(ws_ext_ship_cost) AS `total shipping cost `,
+ sum(ws_net_profit) AS `total net profit `
+FROM
+ web_sales ws1, date_dim, customer_address, web_site
+WHERE
+ d_date BETWEEN '1999-02-01' AND
+ (CAST('1999-02-01' AS DATE) + INTERVAL 60 days)
+ AND ws1.ws_ship_date_sk = d_date_sk
+ AND ws1.ws_ship_addr_sk = ca_address_sk
+ AND ca_state = 'IL'
+ AND ws1.ws_web_site_sk = web_site_sk
+ AND web_company_name = 'pri'
+ AND EXISTS(SELECT *
+ FROM web_sales ws2
+ WHERE ws1.ws_order_number = ws2.ws_order_number
+ AND ws1.ws_warehouse_sk <> ws2.ws_warehouse_sk)
+ AND NOT EXISTS(SELECT *
+ FROM web_returns wr1
+ WHERE ws1.ws_order_number = wr1.wr_order_number)
+ORDER BY count(DISTINCT ws_order_number)
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q95.sql b/sql/core/src/test/resources/tpcds/q95.sql
new file mode 100755
index 0000000000000000000000000000000000000000..df71f00bd6c0b4ea9c48262b806af243420eab94
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q95.sql
@@ -0,0 +1,29 @@
+WITH ws_wh AS
+(SELECT
+ ws1.ws_order_number,
+ ws1.ws_warehouse_sk wh1,
+ ws2.ws_warehouse_sk wh2
+ FROM web_sales ws1, web_sales ws2
+ WHERE ws1.ws_order_number = ws2.ws_order_number
+ AND ws1.ws_warehouse_sk <> ws2.ws_warehouse_sk)
+SELECT
+ count(DISTINCT ws_order_number) AS `order count `,
+ sum(ws_ext_ship_cost) AS `total shipping cost `,
+ sum(ws_net_profit) AS `total net profit `
+FROM
+ web_sales ws1, date_dim, customer_address, web_site
+WHERE
+ d_date BETWEEN '1999-02-01' AND
+ (CAST('1999-02-01' AS DATE) + INTERVAL 60 DAY)
+ AND ws1.ws_ship_date_sk = d_date_sk
+ AND ws1.ws_ship_addr_sk = ca_address_sk
+ AND ca_state = 'IL'
+ AND ws1.ws_web_site_sk = web_site_sk
+ AND web_company_name = 'pri'
+ AND ws1.ws_order_number IN (SELECT ws_order_number
+ FROM ws_wh)
+ AND ws1.ws_order_number IN (SELECT wr_order_number
+ FROM web_returns, ws_wh
+ WHERE wr_order_number = ws_wh.ws_order_number)
+ORDER BY count(DISTINCT ws_order_number)
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q96.sql b/sql/core/src/test/resources/tpcds/q96.sql
new file mode 100755
index 0000000000000000000000000000000000000000..7ab17e7bc4597731560565d37465a07ecdfdd35e
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q96.sql
@@ -0,0 +1,11 @@
+SELECT count(*)
+FROM store_sales, household_demographics, time_dim, store
+WHERE ss_sold_time_sk = time_dim.t_time_sk
+ AND ss_hdemo_sk = household_demographics.hd_demo_sk
+ AND ss_store_sk = s_store_sk
+ AND time_dim.t_hour = 20
+ AND time_dim.t_minute >= 30
+ AND household_demographics.hd_dep_count = 7
+ AND store.s_store_name = 'ese'
+ORDER BY count(*)
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q97.sql b/sql/core/src/test/resources/tpcds/q97.sql
new file mode 100755
index 0000000000000000000000000000000000000000..e7e0b1a05259da58ee6fedbbf971bcfc0f67384c
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q97.sql
@@ -0,0 +1,30 @@
+WITH ssci AS (
+ SELECT
+ ss_customer_sk customer_sk,
+ ss_item_sk item_sk
+ FROM store_sales, date_dim
+ WHERE ss_sold_date_sk = d_date_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11
+ GROUP BY ss_customer_sk, ss_item_sk),
+ csci AS (
+ SELECT
+ cs_bill_customer_sk customer_sk,
+ cs_item_sk item_sk
+ FROM catalog_sales, date_dim
+ WHERE cs_sold_date_sk = d_date_sk
+ AND d_month_seq BETWEEN 1200 AND 1200 + 11
+ GROUP BY cs_bill_customer_sk, cs_item_sk)
+SELECT
+ sum(CASE WHEN ssci.customer_sk IS NOT NULL AND csci.customer_sk IS NULL
+ THEN 1
+ ELSE 0 END) store_only,
+ sum(CASE WHEN ssci.customer_sk IS NULL AND csci.customer_sk IS NOT NULL
+ THEN 1
+ ELSE 0 END) catalog_only,
+ sum(CASE WHEN ssci.customer_sk IS NOT NULL AND csci.customer_sk IS NOT NULL
+ THEN 1
+ ELSE 0 END) store_and_catalog
+FROM ssci
+ FULL OUTER JOIN csci ON (ssci.customer_sk = csci.customer_sk
+ AND ssci.item_sk = csci.item_sk)
+LIMIT 100
diff --git a/sql/core/src/test/resources/tpcds/q98.sql b/sql/core/src/test/resources/tpcds/q98.sql
new file mode 100755
index 0000000000000000000000000000000000000000..bb10d4bf8da23d6ffec3917b85646acdfdea4176
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q98.sql
@@ -0,0 +1,21 @@
+SELECT
+ i_item_desc,
+ i_category,
+ i_class,
+ i_current_price,
+ sum(ss_ext_sales_price) AS itemrevenue,
+ sum(ss_ext_sales_price) * 100 / sum(sum(ss_ext_sales_price))
+ OVER
+ (PARTITION BY i_class) AS revenueratio
+FROM
+ store_sales, item, date_dim
+WHERE
+ ss_item_sk = i_item_sk
+ AND i_category IN ('Sports', 'Books', 'Home')
+ AND ss_sold_date_sk = d_date_sk
+ AND d_date BETWEEN cast('1999-02-22' AS DATE)
+ AND (cast('1999-02-22' AS DATE) + INTERVAL 30 days)
+GROUP BY
+ i_item_id, i_item_desc, i_category, i_class, i_current_price
+ORDER BY
+ i_category, i_class, i_item_id, i_item_desc, revenueratio
diff --git a/sql/core/src/test/resources/tpcds/q99.sql b/sql/core/src/test/resources/tpcds/q99.sql
new file mode 100755
index 0000000000000000000000000000000000000000..f1a3d4d2b7fe9bc41fe7a5ded0490566bc92f14f
--- /dev/null
+++ b/sql/core/src/test/resources/tpcds/q99.sql
@@ -0,0 +1,34 @@
+SELECT
+ substr(w_warehouse_name, 1, 20),
+ sm_type,
+ cc_name,
+ sum(CASE WHEN (cs_ship_date_sk - cs_sold_date_sk <= 30)
+ THEN 1
+ ELSE 0 END) AS `30 days `,
+ sum(CASE WHEN (cs_ship_date_sk - cs_sold_date_sk > 30) AND
+ (cs_ship_date_sk - cs_sold_date_sk <= 60)
+ THEN 1
+ ELSE 0 END) AS `31 - 60 days `,
+ sum(CASE WHEN (cs_ship_date_sk - cs_sold_date_sk > 60) AND
+ (cs_ship_date_sk - cs_sold_date_sk <= 90)
+ THEN 1
+ ELSE 0 END) AS `61 - 90 days `,
+ sum(CASE WHEN (cs_ship_date_sk - cs_sold_date_sk > 90) AND
+ (cs_ship_date_sk - cs_sold_date_sk <= 120)
+ THEN 1
+ ELSE 0 END) AS `91 - 120 days `,
+ sum(CASE WHEN (cs_ship_date_sk - cs_sold_date_sk > 120)
+ THEN 1
+ ELSE 0 END) AS `>120 days `
+FROM
+ catalog_sales, warehouse, ship_mode, call_center, date_dim
+WHERE
+ d_month_seq BETWEEN 1200 AND 1200 + 11
+ AND cs_ship_date_sk = d_date_sk
+ AND cs_warehouse_sk = w_warehouse_sk
+ AND cs_ship_mode_sk = sm_ship_mode_sk
+ AND cs_call_center_sk = cc_call_center_sk
+GROUP BY
+ substr(w_warehouse_name, 1, 20), sm_type, cc_name
+ORDER BY substr(w_warehouse_name, 1, 20), sm_type, cc_name
+LIMIT 100
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmark.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmark.scala
new file mode 100644
index 0000000000000000000000000000000000000000..398d8d98be9b36428ebe2e6cee454b7a9fe9b9ce
--- /dev/null
+++ b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmark.scala
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.sql.execution.benchmark
+
+import java.io.File
+
+import org.apache.spark.SparkConf
+import org.apache.spark.sql.SparkSession
+import org.apache.spark.sql.catalyst.TableIdentifier
+import org.apache.spark.sql.catalyst.analysis.UnresolvedRelation
+import org.apache.spark.sql.catalyst.expressions.SubqueryExpression
+import org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
+import org.apache.spark.sql.catalyst.util._
+import org.apache.spark.sql.internal.SQLConf
+import org.apache.spark.util.Benchmark
+
+/**
+ * Benchmark to measure TPCDS query performance.
+ * To run this:
+ * spark-submit --class <this class> --jars <spark sql test jar>
+ */
+object TPCDSQueryBenchmark {
+ val conf =
+ new SparkConf()
+ .setMaster("local[1]")
+ .setAppName("test-sql-context")
+ .set("spark.sql.parquet.compression.codec", "snappy")
+ .set("spark.sql.shuffle.partitions", "4")
+ .set("spark.driver.memory", "3g")
+ .set("spark.executor.memory", "3g")
+ .set("spark.sql.autoBroadcastJoinThreshold", (20 * 1024 * 1024).toString)
+
+ val spark = SparkSession.builder.config(conf).getOrCreate()
+
+ val tables = Seq("catalog_page", "catalog_returns", "customer", "customer_address",
+ "customer_demographics", "date_dim", "household_demographics", "inventory", "item",
+ "promotion", "store", "store_returns", "catalog_sales", "web_sales", "store_sales",
+ "web_returns", "web_site", "reason", "call_center", "warehouse", "ship_mode", "income_band",
+ "time_dim", "web_page")
+
+ def setupTables(dataLocation: String): Map[String, Long] = {
+ tables.map { tableName =>
+ spark.read.parquet(s"$dataLocation/$tableName").createOrReplaceTempView(tableName)
+ tableName -> spark.table(tableName).count()
+ }.toMap
+ }
+
+ def tpcdsAll(dataLocation: String, queries: Seq[String]): Unit = {
+ require(dataLocation.nonEmpty,
+ "please modify the value of dataLocation to point to your local TPCDS data")
+ val tableSizes = setupTables(dataLocation)
+ spark.conf.set(SQLConf.PARQUET_VECTORIZED_READER_ENABLED.key, "true")
+ spark.conf.set(SQLConf.WHOLESTAGE_CODEGEN_ENABLED.key, "true")
+ queries.foreach { name =>
+ val queryString = fileToString(new File(Thread.currentThread().getContextClassLoader
+ .getResource(s"tpcds/$name.sql").getFile))
+
+ // This is an indirect hack to estimate the size of each query's input by traversing the
+ // logical plan and adding up the sizes of all tables that appear in the plan. Note that this
+ // currently doesn't take WITH subqueries into account which might lead to fairly inaccurate
+ // per-row processing time for those cases.
+ val queryRelations = scala.collection.mutable.HashSet[String]()
+ spark.sql(queryString).queryExecution.logical.map {
+ case ur @ UnresolvedRelation(t: TableIdentifier, _) =>
+ queryRelations.add(t.table)
+ case lp: LogicalPlan =>
+ lp.expressions.foreach { _ foreach {
+ case subquery: SubqueryExpression =>
+ subquery.plan.foreach {
+ case ur @ UnresolvedRelation(t: TableIdentifier, _) =>
+ queryRelations.add(t.table)
+ case _ =>
+ }
+ case _ =>
+ }
+ }
+ case _ =>
+ }
+ val numRows = queryRelations.map(tableSizes.getOrElse(_, 0L)).sum
+ val benchmark = new Benchmark(s"TPCDS Snappy", numRows, 5)
+ benchmark.addCase(name) { i =>
+ spark.sql(queryString).collect()
+ }
+ benchmark.run()
+ }
+ }
+
+ def main(args: Array[String]): Unit = {
+
+ // List of all TPC-DS queries
+ val tpcdsQueries = Seq(
+ "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11",
+ "q12", "q13", "q14a", "q14b", "q15", "q16", "q17", "q18", "q19", "q20",
+ "q21", "q22", "q23a", "q23b", "q24a", "q24b", "q25", "q26", "q27", "q28", "q29", "q30",
+ "q31", "q32", "q33", "q34", "q35", "q36", "q37", "q38", "q39a", "q39b", "q40",
+ "q41", "q42", "q43", "q44", "q45", "q46", "q47", "q48", "q49", "q50",
+ "q51", "q52", "q53", "q54", "q55", "q56", "q57", "q58", "q59", "q60",
+ "q61", "q62", "q63", "q64", "q65", "q66", "q67", "q68", "q69", "q70",
+ "q71", "q72", "q73", "q74", "q75", "q76", "q77", "q78", "q79", "q80",
+ "q81", "q82", "q83", "q84", "q85", "q86", "q87", "q88", "q89", "q90",
+ "q91", "q92", "q93", "q94", "q95", "q96", "q97", "q98", "q99")
+
+ // In order to run this benchmark, please follow the instructions at
+ // https://github.com/databricks/spark-sql-perf/blob/master/README.md to generate the TPCDS data
+ // locally (preferably with a scale factor of 5 for benchmarking). Thereafter, the value of
+ // dataLocation below needs to be set to the location where the generated data is stored.
+ val dataLocation = ""
+
+ tpcdsAll(dataLocation, queries = tpcdsQueries)
+ }
+}
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/TPCDSBenchmark.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/TPCDSBenchmark.scala
deleted file mode 100644
index 228ae6f840ccfd2cf019e5ab9cac72bdc0cdf63b..0000000000000000000000000000000000000000
--- a/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/TPCDSBenchmark.scala
+++ /dev/null
@@ -1,1226 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one or more
- * contributor license agreements. See the NOTICE file distributed with
- * this work for additional information regarding copyright ownership.
- * The ASF licenses this file to You under the Apache License, Version 2.0
- * (the "License"); you may not use this file except in compliance with
- * the License. You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.spark.sql.execution.datasources.parquet
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.internal.SQLConf
-import org.apache.spark.sql.SparkSession
-import org.apache.spark.sql.catalyst.TableIdentifier
-import org.apache.spark.sql.catalyst.analysis.UnresolvedRelation
-import org.apache.spark.util.Benchmark
-
-/**
- * Benchmark to measure TPCDS query performance.
- * To run this:
- * spark-submit --class <this class> --jars <spark sql test jar>
- */
-object TPCDSBenchmark {
- val conf = new SparkConf()
- conf.set("spark.sql.parquet.compression.codec", "snappy")
- conf.set("spark.sql.shuffle.partitions", "4")
- conf.set("spark.driver.memory", "3g")
- conf.set("spark.executor.memory", "3g")
- conf.set("spark.sql.autoBroadcastJoinThreshold", (20 * 1024 * 1024).toString)
- conf.setMaster("local[1]")
- conf.setAppName("test-sql-context")
-
- val spark = SparkSession.builder.config(conf).getOrCreate()
-
- // These queries a subset of the TPCDS benchmark queries and are taken from
- // https://github.com/databricks/spark-sql-perf/blob/master/src/main/scala/com/databricks/spark/
- // sql/perf/tpcds/ImpalaKitQueries.scala
- val tpcds = Seq(
- ("q19", """
- |select
- | i_brand_id,
- | i_brand,
- | i_manufact_id,
- | i_manufact,
- | sum(ss_ext_sales_price) ext_price
- |from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | join customer on (store_sales.ss_customer_sk = customer.c_customer_sk)
- | join customer_address on
- | (customer.c_current_addr_sk = customer_address.ca_address_sk)
- |where
- | ss_sold_date_sk between 2451484 and 2451513
- | and d_moy = 11
- | and d_year = 1999
- | and i_manager_id = 7
- | and substr(ca_zip, 1, 5) <> substr(s_zip, 1, 5)
- |group by
- | i_brand,
- | i_brand_id,
- | i_manufact_id,
- | i_manufact
- |order by
- | ext_price desc,
- | i_brand,
- | i_brand_id,
- | i_manufact_id,
- | i_manufact
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q19 1710 / 1858 8.7 114.5 1.0X
- */
-
- ("q27", """
- |select
- | i_item_id,
- | s_state,
- | avg(ss_quantity) agg1,
- | avg(ss_list_price) agg2,
- | avg(ss_coupon_amt) agg3,
- | avg(ss_sales_price) agg4
- |from
- | store_sales
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | join customer_demographics on
- | (store_sales.ss_cdemo_sk = customer_demographics.cd_demo_sk)
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- |where
- | ss_sold_date_sk between 2450815 and 2451179 -- partition key filter
- | and d_year = 1998
- | and cd_gender = 'F'
- | and cd_marital_status = 'W'
- | and cd_education_status = 'Primary'
- | and s_state in ('WI', 'CA', 'TX', 'FL', 'WA', 'TN')
- |group by
- | i_item_id,
- | s_state
- |order by
- | i_item_id,
- | s_state
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q27 2016 / 2180 8.2 122.6 1.0X
- */
-
- ("q3", """
- |select
- | dt.d_year,
- | item.i_brand_id brand_id,
- | item.i_brand brand,
- | sum(ss_ext_sales_price) sum_agg
- |from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join date_dim dt on (dt.d_date_sk = store_sales.ss_sold_date_sk)
- |where
- | item.i_manufact_id = 436
- | and dt.d_moy = 12
- | and (ss_sold_date_sk between 2451149 and 2451179
- | or ss_sold_date_sk between 2451514 and 2451544
- | or ss_sold_date_sk between 2451880 and 2451910
- | or ss_sold_date_sk between 2452245 and 2452275
- | or ss_sold_date_sk between 2452610 and 2452640)
- |group by
- | d_year,
- | item.i_brand,
- | item.i_brand_id
- |order by
- | d_year,
- | sum_agg desc,
- | brand_id
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q3 1073 / 1140 13.5 73.9 1.0X
- */
-
- ("q34", """
- |select
- | c_last_name,
- | c_first_name,
- | c_salutation,
- | c_preferred_cust_flag,
- | ss_ticket_number,
- | cnt
- |from
- | (select
- | ss_ticket_number,
- | ss_customer_sk,
- | count(*) cnt
- | from
- | store_sales
- | join household_demographics on
- | (store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk)
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | where
- | date_dim.d_year in (1998, 1998 + 1, 1998 + 2)
- | and (date_dim.d_dom between 1 and 3
- | or date_dim.d_dom between 25 and 28)
- | and (household_demographics.hd_buy_potential = '>10000'
- | or household_demographics.hd_buy_potential = 'unknown')
- | and household_demographics.hd_vehicle_count > 0
- | and (case when household_demographics.hd_vehicle_count > 0 then
- | household_demographics.hd_dep_count / household_demographics.hd_vehicle_count
- | else null end) > 1.2
- | and ss_sold_date_sk between 2450816 and 2451910 -- partition key filter
- | group by
- | ss_ticket_number,
- | ss_customer_sk
- | ) dn
- |join customer on (dn.ss_customer_sk = customer.c_customer_sk)
- |where
- | cnt between 15 and 20
- |order by
- | c_last_name,
- | c_first_name,
- | c_salutation,
- | c_preferred_cust_flag desc,
- | ss_ticket_number,
- | cnt
- |limit 1000
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q34 1482 / 1734 10.0 100.4 1.0X
- */
-
- ("q42", """
- |select
- | d_year,
- | i_category_id,
- | i_category,
- | sum(ss_ext_sales_price) as total_price
- |from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join date_dim dt on (dt.d_date_sk = store_sales.ss_sold_date_sk)
- |where
- | item.i_manager_id = 1
- | and dt.d_moy = 12
- | and dt.d_year = 1998
- | and ss_sold_date_sk between 2451149 and 2451179 -- partition key filter
- |group by
- | d_year,
- | i_category_id,
- | i_category
- |order by
- | total_price desc,
- | d_year,
- | i_category_id,
- | i_category
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q42 1125 / 1357 12.9 77.4 1.0X
- */
-
- ("q43", """
- |select
- | s_store_name,
- | s_store_id,
- | sum(case when (d_day_name = 'Sunday') then ss_sales_price else null end) sun_sales,
- | sum(case when (d_day_name = 'Monday') then ss_sales_price else null end) mon_sales,
- | sum(case when (d_day_name = 'Tuesday') then
- | ss_sales_price else null end) tue_sales,
- | sum(case when (d_day_name = 'Wednesday') then
- | ss_sales_price else null end) wed_sales,
- | sum(case when (d_day_name = 'Thursday') then
- | ss_sales_price else null end) thu_sales,
- | sum(case when (d_day_name = 'Friday') then ss_sales_price else null end) fri_sales,
- | sum(case when (d_day_name = 'Saturday') then
- | ss_sales_price else null end) sat_sales
- |from
- | store_sales
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- |where
- | s_gmt_offset = -5
- | and d_year = 1998
- | and ss_sold_date_sk between 2450816 and 2451179 -- partition key filter
- |group by
- | s_store_name,
- | s_store_id
- |order by
- | s_store_name,
- | s_store_id,
- | sun_sales,
- | mon_sales,
- | tue_sales,
- | wed_sales,
- | thu_sales,
- | fri_sales,
- | sat_sales
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q43 1681 / 1985 8.6 116.1 1.0X
- */
-
- ("q46", """
- |select
- | c_last_name,
- | c_first_name,
- | ca_city,
- | bought_city,
- | ss_ticket_number,
- | amt,
- | profit
- |from
- | (select
- | ss_ticket_number,
- | ss_customer_sk,
- | ca_city bought_city,
- | sum(ss_coupon_amt) amt,
- | sum(ss_net_profit) profit
- | from
- | store_sales
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | join household_demographics on
- | (store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | join customer_address on
- | (store_sales.ss_addr_sk = customer_address.ca_address_sk)
- | where
- | store.s_city in ('Midway', 'Concord', 'Spring Hill', 'Brownsville', 'Greenville')
- | and (household_demographics.hd_dep_count = 5
- | or household_demographics.hd_vehicle_count = 3)
- | and date_dim.d_dow in (6, 0)
- | and date_dim.d_year in (1999, 1999 + 1, 1999 + 2)
- | group by
- | ss_ticket_number,
- | ss_customer_sk,
- | ss_addr_sk,
- | ca_city
- | ) dn
- | join customer on (dn.ss_customer_sk = customer.c_customer_sk)
- | join customer_address current_addr on
- | (customer.c_current_addr_sk = current_addr.ca_address_sk)
- |where
- | current_addr.ca_city <> bought_city
- |order by
- | c_last_name,
- | c_first_name,
- | ca_city,
- | bought_city,
- | ss_ticket_number
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q46 2948 / 3218 5.1 196.1 1.0X
- */
-
- ("q52", """
- |select
- | d_year,
- | i_brand_id,
- | i_brand,
- | sum(ss_ext_sales_price) ext_price
- |from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join date_dim dt on (store_sales.ss_sold_date_sk = dt.d_date_sk)
- |where
- | i_manager_id = 1
- | and d_moy = 12
- | and d_year = 1998
- | and ss_sold_date_sk between 2451149 and 2451179 -- partition key filter
- |group by
- | d_year,
- | i_brand,
- | i_brand_id
- |order by
- | d_year,
- | ext_price desc,
- | i_brand_id
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q52 1099 / 1228 13.2 75.7 1.0X
- */
-
- ("q53", """
- |select
- | *
- |from
- | (select
- | i_manufact_id,
- | sum(ss_sales_price) sum_sales
- | from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | where
- | ss_sold_date_sk between 2451911 and 2452275 -- partition key filter
- | and d_month_seq in(1212, 1212 + 1, 1212 + 2, 1212 + 3, 1212 + 4, 1212 + 5,
- | 1212 + 6, 1212 + 7, 1212 + 8, 1212 + 9, 1212 + 10, 1212 + 11)
- | and (
- | (i_category in('Books', 'Children', 'Electronics')
- | and i_class in('personal', 'portable', 'reference', 'self-help')
- | and i_brand in('scholaramalgamalg #14', 'scholaramalgamalg #7',
- | 'exportiunivamalg #9', 'scholaramalgamalg #9')
- | )
- | or
- | (i_category in('Women', 'Music', 'Men')
- | and i_class in('accessories', 'classical', 'fragrances', 'pants')
- | and i_brand in('amalgimporto #1', 'edu packscholar #1',
- | 'exportiimporto #1', 'importoamalg #1')
- | )
- | )
- | group by
- | i_manufact_id,
- | d_qoy
- | ) tmp1
- |order by
- | sum_sales,
- | i_manufact_id
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q53 968 / 1020 15.0 66.6 1.0X
- */
-
- ("q55", """
- |select
- | i_brand_id,
- | i_brand,
- | sum(ss_ext_sales_price) ext_price
- |from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- |where
- | i_manager_id = 36
- | and d_moy = 12
- | and d_year = 2001
- | and ss_sold_date_sk between 2452245 and 2452275 -- partition key filter
- |group by
- | i_brand,
- | i_brand_id
- |order by
- | ext_price desc,
- | i_brand_id
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q55 1002 / 1020 14.5 69.0 1.0X
- */
-
- ("q59", """
- |select
- | s_store_name1,
- | s_store_id1,
- | d_week_seq1,
- | sun_sales1 / sun_sales2,
- | mon_sales1 / mon_sales2,
- | tue_sales1 / tue_sales2,
- | wed_sales1 / wed_sales2,
- | thu_sales1 / thu_sales2,
- | fri_sales1 / fri_sales2,
- | sat_sales1 / sat_sales2
- |from
- | (select
- | s_store_name s_store_name1,
- | wss.d_week_seq d_week_seq1,
- | s_store_id s_store_id1,
- | sun_sales sun_sales1,
- | mon_sales mon_sales1,
- | tue_sales tue_sales1,
- | wed_sales wed_sales1,
- | thu_sales thu_sales1,
- | fri_sales fri_sales1,
- | sat_sales sat_sales1
- | from
- | (select
- | d_week_seq,
- | ss_store_sk,
- | sum(case when(d_day_name = 'Sunday') then
- | ss_sales_price else null end) sun_sales,
- | sum(case when(d_day_name = 'Monday') then
- | ss_sales_price else null end) mon_sales,
- | sum(case when(d_day_name = 'Tuesday') then
- | ss_sales_price else null end) tue_sales,
- | sum(case when(d_day_name = 'Wednesday') then
- | ss_sales_price else null end) wed_sales,
- | sum(case when(d_day_name = 'Thursday') then
- | ss_sales_price else null end) thu_sales,
- | sum(case when(d_day_name = 'Friday') then
- | ss_sales_price else null end) fri_sales,
- | sum(case when(d_day_name = 'Saturday') then
- | ss_sales_price else null end) sat_sales
- | from
- | store_sales
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | where
- | ss_sold_date_sk between 2451088 and 2451452
- | group by
- | d_week_seq,
- | ss_store_sk
- | ) wss
- | join store on (wss.ss_store_sk = store.s_store_sk)
- | join date_dim d on (wss.d_week_seq = d.d_week_seq)
- | where
- | d_month_seq between 1185 and 1185 + 11
- | ) y
- | join
- | (select
- | s_store_name s_store_name2,
- | wss.d_week_seq d_week_seq2,
- | s_store_id s_store_id2,
- | sun_sales sun_sales2,
- | mon_sales mon_sales2,
- | tue_sales tue_sales2,
- | wed_sales wed_sales2,
- | thu_sales thu_sales2,
- | fri_sales fri_sales2,
- | sat_sales sat_sales2
- | from
- | (select
- | d_week_seq,
- | ss_store_sk,
- | sum(case when(d_day_name = 'Sunday') then
- | ss_sales_price else null end) sun_sales,
- | sum(case when(d_day_name = 'Monday') then
- | ss_sales_price else null end) mon_sales,
- | sum(case when(d_day_name = 'Tuesday') then
- | ss_sales_price else null end) tue_sales,
- | sum(case when(d_day_name = 'Wednesday') then
- | ss_sales_price else null end) wed_sales,
- | sum(case when(d_day_name = 'Thursday') then
- | ss_sales_price else null end) thu_sales,
- | sum(case when(d_day_name = 'Friday') then
- | ss_sales_price else null end) fri_sales,
- | sum(case when(d_day_name = 'Saturday') then
- | ss_sales_price else null end) sat_sales
- | from
- | store_sales
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | where
- | ss_sold_date_sk between 2451088 and 2451452
- | group by
- | d_week_seq,
- | ss_store_sk
- | ) wss
- | join store on (wss.ss_store_sk = store.s_store_sk)
- | join date_dim d on (wss.d_week_seq = d.d_week_seq)
- | where
- | d_month_seq between 1185 + 12 and 1185 + 23
- | ) x
- | on (y.s_store_id1 = x.s_store_id2)
- |where
- | d_week_seq1 = d_week_seq2 - 52
- |order by
- | s_store_name1,
- | s_store_id1,
- | d_week_seq1
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q59 1624 / 1663 17.9 55.8 1.0X
- */
-
- ("q63", """
- |select
- | *
- |from
- | (select
- | i_manager_id,
- | sum(ss_sales_price) sum_sales
- | from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | where
- | ss_sold_date_sk between 2451911 and 2452275 -- partition key filter
- | and d_month_seq in (1212, 1212 + 1, 1212 + 2, 1212 + 3, 1212 + 4, 1212 + 5,
- | 1212 + 6, 1212 + 7, 1212 + 8, 1212 + 9, 1212 + 10, 1212 + 11)
- | and (
- | (i_category in('Books', 'Children', 'Electronics')
- | and i_class in('personal', 'portable', 'refernece', 'self-help')
- | and i_brand in('scholaramalgamalg #14', 'scholaramalgamalg #7',
- | 'exportiunivamalg #9', 'scholaramalgamalg #9')
- | )
- | or
- | (i_category in('Women', 'Music', 'Men')
- | and i_class in('accessories', 'classical', 'fragrances', 'pants')
- | and i_brand in('amalgimporto #1', 'edu packscholar #1',
- | 'exportiimporto #1', 'importoamalg #1')
- | )
- | )
- | group by
- | i_manager_id,
- | d_moy
- | ) tmp1
- |order by
- | i_manager_id,
- | sum_sales
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q63 979 / 1006 14.8 67.4 1.0X
- */
-
- ("q65", """
- |select
- | s_store_name,
- | i_item_desc,
- | sc.revenue,
- | i_current_price,
- | i_wholesale_cost,
- | i_brand
- |from
- | (select
- | ss_store_sk,
- | ss_item_sk,
- | sum(ss_sales_price) as revenue
- | from
- | store_sales
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | where
- | ss_sold_date_sk between 2451911 and 2452275 -- partition key filter
- | and d_month_seq between 1212 and 1212 + 11
- | group by
- | ss_store_sk,
- | ss_item_sk
- | ) sc
- | join item on (sc.ss_item_sk = item.i_item_sk)
- | join store on (sc.ss_store_sk = store.s_store_sk)
- | join
- | (select
- | ss_store_sk,
- | avg(revenue) as ave
- | from
- | (select
- | ss_store_sk,
- | ss_item_sk,
- | sum(ss_sales_price) as revenue
- | from
- | store_sales
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | where
- | ss_sold_date_sk between 2451911 and 2452275 -- partition key filter
- | and d_month_seq between 1212 and 1212 + 11
- | group by
- | ss_store_sk,
- | ss_item_sk
- | ) sa
- | group by
- | ss_store_sk
- | ) sb on (sc.ss_store_sk = sb.ss_store_sk) -- 676 rows
- |where
- | sc.revenue <= 0.1 * sb.ave
- |order by
- | s_store_name,
- | i_item_desc
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q65 7770 / 8097 3.7 267.9 1.0X
- */
-
- ("q68", """
- |select
- | c_last_name,
- | c_first_name,
- | ca_city,
- | bought_city,
- | ss_ticket_number,
- | extended_price,
- | extended_tax,
- | list_price
- |from
- | (select
- | ss_ticket_number,
- | ss_customer_sk,
- | ca_city bought_city,
- | sum(ss_ext_sales_price) extended_price,
- | sum(ss_ext_list_price) list_price,
- | sum(ss_ext_tax) extended_tax
- | from
- | store_sales
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | join household_demographics on
- | (store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | join customer_address on
- | (store_sales.ss_addr_sk = customer_address.ca_address_sk)
- | where
- | store.s_city in('Midway', 'Fairview')
- | --and date_dim.d_dom between 1 and 2
- | --and date_dim.d_year in(1999, 1999 + 1, 1999 + 2)
- | -- and ss_date between '1999-01-01' and '2001-12-31'
- | -- and dayofmonth(ss_date) in (1,2)
- | and (household_demographics.hd_dep_count = 5
- | or household_demographics.hd_vehicle_count = 3)
- | and d_date between '1999-01-01' and '1999-03-31'
- | and ss_sold_date_sk between 2451180 and 2451269
- | -- partition key filter (3 months)
- | group by
- | ss_ticket_number,
- | ss_customer_sk,
- | ss_addr_sk,
- | ca_city
- | ) dn
- | join customer on (dn.ss_customer_sk = customer.c_customer_sk)
- | join customer_address current_addr on
- | (customer.c_current_addr_sk = current_addr.ca_address_sk)
- |where
- | current_addr.ca_city <> bought_city
- |order by
- | c_last_name,
- | ss_ticket_number
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q68 3105 / 3405 4.8 206.5 1.0X
- */
-
- ("q7", """
- |select
- | i_item_id,
- | avg(ss_quantity) agg1,
- | avg(ss_list_price) agg2,
- | avg(ss_coupon_amt) agg3,
- | avg(ss_sales_price) agg4
- |from
- | store_sales
- | join customer_demographics on
- | (store_sales.ss_cdemo_sk = customer_demographics.cd_demo_sk)
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join promotion on (store_sales.ss_promo_sk = promotion.p_promo_sk)
- | join date_dim on (ss_sold_date_sk = d_date_sk)
- |where
- | cd_gender = 'F'
- | and cd_marital_status = 'W'
- | and cd_education_status = 'Primary'
- | and (p_channel_email = 'N'
- | or p_channel_event = 'N')
- | and d_year = 1998
- | and ss_sold_date_sk between 2450815 and 2451179 -- partition key filter
- |group by
- | i_item_id
- |order by
- | i_item_id
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q7 2042 / 2333 8.1 124.2 1.0X
- */
-
- ("q73", """
- |select
- | c_last_name,
- | c_first_name,
- | c_salutation,
- | c_preferred_cust_flag,
- | ss_ticket_number,
- | cnt
- |from
- | (select
- | ss_ticket_number,
- | ss_customer_sk,
- | count(*) cnt
- | from
- | store_sales
- | join household_demographics on
- | (store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk)
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | -- join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | where
- | store.s_county in
- | ('Williamson County','Franklin Parish','Bronx County','Orange County')
- | -- and date_dim.d_dom between 1 and 2
- | -- and date_dim.d_year in(1998, 1998 + 1, 1998 + 2)
- | -- and ss_date between '1999-01-01' and '2001-12-02'
- | -- and dayofmonth(ss_date) in (1,2)
- | -- partition key filter
- | -- and ss_sold_date_sk in (2450816, 2450846, 2450847, 2450874, 2450875, 2450905,
- | -- 2450906, 2450935, 2450936, 2450966, 2450967,
- | -- 2450996, 2450997, 2451027, 2451028, 2451058, 2451059,
- | -- 2451088, 2451089, 2451119, 2451120, 2451149,
- | -- 2451150, 2451180, 2451181, 2451211, 2451212, 2451239,
- | -- 2451240, 2451270, 2451271, 2451300, 2451301,
- | -- 2451331, 2451332, 2451361, 2451362, 2451392, 2451393,
- | -- 2451423, 2451424, 2451453, 2451454, 2451484,
- | -- 2451485, 2451514, 2451515, 2451545, 2451546, 2451576,
- | -- 2451577, 2451605, 2451606, 2451636, 2451637,
- | -- 2451666, 2451667, 2451697, 2451698, 2451727, 2451728,
- | -- 2451758, 2451759, 2451789, 2451790, 2451819,
- | -- 2451820, 2451850, 2451851, 2451880, 2451881)
- | and (household_demographics.hd_buy_potential = '>10000'
- | or household_demographics.hd_buy_potential = 'unknown')
- | and household_demographics.hd_vehicle_count > 0
- | and case when household_demographics.hd_vehicle_count > 0 then
- | household_demographics.hd_dep_count / household_demographics.hd_vehicle_count
- | else null end > 1
- | and ss_sold_date_sk between 2451180 and 2451269
- | -- partition key filter (3 months)
- | group by
- | ss_ticket_number,
- | ss_customer_sk
- | ) dj
- | join customer on (dj.ss_customer_sk = customer.c_customer_sk)
- |where
- | cnt between 1 and 5
- |order by
- | cnt desc
- |limit 1000
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q73 1124 / 1221 13.1 76.5 1.0X
- */
-
- ("q79", """
- |select
- | c_last_name,
- | c_first_name,
- | substr(s_city, 1, 30) as city,
- | ss_ticket_number,
- | amt,
- | profit
- |from
- | (select
- | ss_ticket_number,
- | ss_customer_sk,
- | s_city,
- | sum(ss_coupon_amt) amt,
- | sum(ss_net_profit) profit
- | from
- | store_sales
- | join household_demographics on
- | (store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | where
- | store.s_number_employees between 200 and 295
- | and (household_demographics.hd_dep_count = 8
- | or household_demographics.hd_vehicle_count > 0)
- | and date_dim.d_dow = 1
- | and date_dim.d_year in (1998, 1998 + 1, 1998 + 2)
- | -- and ss_date between '1998-01-01' and '2000-12-25'
- | -- 156 days
- | and d_date between '1999-01-01' and '1999-03-31'
- | and ss_sold_date_sk between 2451180 and 2451269 -- partition key filter
- | group by
- | ss_ticket_number,
- | ss_customer_sk,
- | ss_addr_sk,
- | s_city
- | ) ms
- | join customer on (ms.ss_customer_sk = customer.c_customer_sk)
- |order by
- | c_last_name,
- | c_first_name,
- | city,
- | profit
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q79 2029 / 2488 7.3 137.5 1.0X
- */
-
- ("q8",
- """
- |select s_store_name
- | ,sum(ss_net_profit)
- | from store_sales
- | ,date_dim
- | ,store,
- | (select distinct a01.ca_zip
- | from
- | (SELECT substr(ca_zip,1,5) ca_zip
- | FROM customer_address
- | WHERE substr(ca_zip,1,5) IN ('89436', '30868', '65085', '22977', '83927', '77557',
- | '58429', '40697', '80614', '10502', '32779',
- | '91137', '61265', '98294', '17921', '18427', '21203', '59362', '87291', '84093',
- | '21505', '17184', '10866', '67898', '25797',
- | '28055', '18377', '80332', '74535', '21757', '29742', '90885', '29898', '17819',
- | '40811', '25990', '47513', '89531', '91068',
- | '10391', '18846', '99223', '82637', '41368', '83658', '86199', '81625', '26696',
- | '89338', '88425', '32200', '81427', '19053',
- | '77471', '36610', '99823', '43276', '41249', '48584', '83550', '82276', '18842',
- | '78890', '14090', '38123', '40936', '34425',
- | '19850', '43286', '80072', '79188', '54191', '11395', '50497', '84861', '90733',
- | '21068', '57666', '37119', '25004', '57835',
- | '70067', '62878', '95806', '19303', '18840', '19124', '29785', '16737', '16022',
- | '49613', '89977', '68310', '60069', '98360',
- | '48649', '39050', '41793', '25002', '27413', '39736', '47208', '16515', '94808',
- | '57648', '15009', '80015', '42961', '63982',
- | '21744', '71853', '81087', '67468', '34175', '64008', '20261', '11201', '51799',
- | '48043', '45645', '61163', '48375', '36447',
- | '57042', '21218', '41100', '89951', '22745', '35851', '83326', '61125', '78298',
- | '80752', '49858', '52940', '96976', '63792',
- | '11376', '53582', '18717', '90226', '50530', '94203', '99447', '27670', '96577',
- | '57856', '56372', '16165', '23427', '54561',
- | '28806', '44439', '22926', '30123', '61451', '92397', '56979', '92309', '70873',
- | '13355', '21801', '46346', '37562', '56458',
- | '28286', '47306', '99555', '69399', '26234', '47546', '49661', '88601', '35943',
- | '39936', '25632', '24611', '44166', '56648',
- | '30379', '59785', '11110', '14329', '93815', '52226', '71381', '13842', '25612',
- | '63294', '14664', '21077', '82626', '18799',
- | '60915', '81020', '56447', '76619', '11433', '13414', '42548', '92713', '70467',
- | '30884', '47484', '16072', '38936', '13036',
- | '88376', '45539', '35901', '19506', '65690', '73957', '71850', '49231', '14276',
- | '20005', '18384', '76615', '11635', '38177',
- | '55607', '41369', '95447', '58581', '58149', '91946', '33790', '76232', '75692',
- | '95464', '22246', '51061', '56692', '53121',
- | '77209', '15482', '10688', '14868', '45907', '73520', '72666', '25734', '17959',
- | '24677', '66446', '94627', '53535', '15560',
- | '41967', '69297', '11929', '59403', '33283', '52232', '57350', '43933', '40921',
- | '36635', '10827', '71286', '19736', '80619',
- | '25251', '95042', '15526', '36496', '55854', '49124', '81980', '35375', '49157',
- | '63512', '28944', '14946', '36503', '54010',
- | '18767', '23969', '43905', '66979', '33113', '21286', '58471', '59080', '13395',
- | '79144', '70373', '67031', '38360', '26705',
- | '50906', '52406', '26066', '73146', '15884', '31897', '30045', '61068', '45550',
- | '92454', '13376', '14354', '19770', '22928',
- | '97790', '50723', '46081', '30202', '14410', '20223', '88500', '67298', '13261',
- | '14172', '81410', '93578', '83583', '46047',
- | '94167', '82564', '21156', '15799', '86709', '37931', '74703', '83103', '23054',
- | '70470', '72008', '35709', '91911', '69998',
- | '20961', '70070', '63197', '54853', '88191', '91830', '49521', '19454', '81450',
- | '89091', '62378', '31904', '61869', '51744',
- | '36580', '85778', '36871', '48121', '28810', '83712', '45486', '67393', '26935',
- | '42393', '20132', '55349', '86057', '21309',
- | '80218', '10094', '11357', '48819', '39734', '40758', '30432', '21204', '29467',
- | '30214', '61024', '55307', '74621', '11622',
- | '68908', '33032', '52868', '99194', '99900', '84936', '69036', '99149', '45013',
- | '32895', '59004', '32322', '14933', '32936',
- | '33562', '72550', '27385', '58049', '58200', '16808', '21360', '32961', '18586',
- | '79307', '15492')) a01
- | inner join
- | (select ca_zip
- | from (SELECT substr(ca_zip,1,5) ca_zip,count(*) cnt
- | FROM customer_address, customer
- | WHERE ca_address_sk = c_current_addr_sk and
- | c_preferred_cust_flag='Y'
- | group by ca_zip
- | having count(*) > 10)A1
- | ) b11
- | on (a01.ca_zip = b11.ca_zip )) A2
- | where ss_store_sk = s_store_sk
- | and ss_sold_date_sk = d_date_sk
- | and ss_sold_date_sk between 2451271 and 2451361
- | and d_qoy = 2 and d_year = 1999
- | and (substr(s_zip,1,2) = substr(a2.ca_zip,1,2))
- | group by s_store_name
- | order by s_store_name
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q8 1737 / 2197 8.7 115.6 1.0X
- */
-
- ("q82", """
- |select
- | i_item_id,
- | i_item_desc,
- | i_current_price
- |from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join inventory on (item.i_item_sk = inventory.inv_item_sk)
- | join date_dim on (inventory.inv_date_sk = date_dim.d_date_sk)
- |where
- | i_current_price between 30 and 30 + 30
- | and i_manufact_id in (437, 129, 727, 663)
- | and inv_quantity_on_hand between 100 and 500
- |group by
- | i_item_id,
- | i_item_desc,
- | i_current_price
- |order by
- | i_item_id
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q82 9399 / 10245 6.8 147.2 1.0X
- */
-
- ("q89", """
- |select
- | *
- |from
- | (select
- | i_category,
- | i_class,
- | i_brand,
- | s_store_name,
- | s_company_name,
- | d_moy,
- | sum(ss_sales_price) sum_sales
- | from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join store on (store_sales.ss_store_sk = store.s_store_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- | where
- | ss_sold_date_sk between 2451545 and 2451910 -- partition key filter
- | and d_year in (2000)
- | and ((i_category in('Home', 'Books', 'Electronics')
- | and i_class in('wallpaper', 'parenting', 'musical'))
- | or (i_category in('Shoes', 'Jewelry', 'Men')
- | and i_class in('womens', 'birdal', 'pants'))
- | )
- | group by
- | i_category,
- | i_class,
- | i_brand,
- | s_store_name,
- | s_company_name,
- | d_moy
- | ) tmp1
- |order by
- | sum_sales,
- | s_store_name
- |limit 100
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q89 1122 / 1274 12.9 77.2 1.0X
- */
-
- ("q98", """
- |select
- | i_item_desc,
- | i_category,
- | i_class,
- | i_current_price,
- | sum(ss_ext_sales_price) as itemrevenue
- |from
- | store_sales
- | join item on (store_sales.ss_item_sk = item.i_item_sk)
- | join date_dim on (store_sales.ss_sold_date_sk = date_dim.d_date_sk)
- |where
- | ss_sold_date_sk between 2451911 and 2451941
- | -- partition key filter (1 calendar month)
- | and d_date between '2001-01-01' and '2001-01-31'
- | and i_category in('Jewelry', 'Sports', 'Books')
- |group by
- | i_item_id,
- | i_item_desc,
- | i_category,
- | i_class,
- | i_current_price
- |order by
- | i_category,
- | i_class,
- | i_item_id,
- | i_item_desc
- | -- revenueratio
- |limit 1000
- """.stripMargin),
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- q98 1235 / 1542 11.8 85.0 1.0X
- */
-
- ("ss_max", """
- |select
- | count(*) as total,
- | max(ss_sold_date_sk) as max_ss_sold_date_sk,
- | max(ss_sold_time_sk) as max_ss_sold_time_sk,
- | max(ss_item_sk) as max_ss_item_sk,
- | max(ss_customer_sk) as max_ss_customer_sk,
- | max(ss_cdemo_sk) as max_ss_cdemo_sk,
- | max(ss_hdemo_sk) as max_ss_hdemo_sk,
- | max(ss_addr_sk) as max_ss_addr_sk,
- | max(ss_store_sk) as max_ss_store_sk,
- | max(ss_promo_sk) as max_ss_promo_sk
- |from store_sales
- """.stripMargin)
-
- /*
- Java HotSpot(TM) 64-Bit Server VM 1.8.0_73-b02 on Mac OS X 10.11.4
- Intel(R) Core(TM) i7-4960HQ CPU @ 2.60GHz
-
- TPCDS Snappy (scale = 5): Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
- -------------------------------------------------------------------------------------------
- ss_max 2305 / 2731 6.2 160.0 1.0X
- */
-
- ).toArray
-
- val tables = Seq("customer", "customer_address", "customer_demographics", "date_dim",
- "household_demographics", "inventory", "item", "promotion", "store", "catalog_sales",
- "web_sales", "store_sales")
-
- def setupTables(dataLocation: String): Map[String, Long] = {
- tables.map { tableName =>
- spark.read.parquet(s"$dataLocation/$tableName").createOrReplaceTempView(tableName)
- tableName -> spark.table(tableName).count()
- }.toMap
- }
-
- def tpcdsAll(dataLocation: String): Unit = {
- require(dataLocation.nonEmpty,
- "please modify the value of dataLocation to point to your local TPCDS data")
- val tableSizes = setupTables(dataLocation)
- spark.conf.set(SQLConf.PARQUET_VECTORIZED_READER_ENABLED.key, "true")
- spark.conf.set(SQLConf.WHOLESTAGE_CODEGEN_ENABLED.key, "true")
- tpcds.filter(q => q._1 != "").foreach {
- case (name: String, query: String) =>
- val numRows = spark.sql(query).queryExecution.logical.map {
- case ur@UnresolvedRelation(t: TableIdentifier, _) =>
- tableSizes.getOrElse(t.table, throw new RuntimeException(s"${t.table} not found."))
- case _ => 0L
- }.sum
- val benchmark = new Benchmark("TPCDS Snappy (scale = 5)", numRows, 5)
- benchmark.addCase(name) { i =>
- spark.sql(query).collect()
- }
- benchmark.run()
- }
- }
-
- def main(args: Array[String]): Unit = {
-
- // In order to run this benchmark, please follow the instructions at
- // https://github.com/databricks/spark-sql-perf/blob/master/README.md to generate the TPCDS data
- // locally (preferably with a scale factor of 5 for benchmarking). Thereafter, the value of
- // dataLocation below needs to be set to the location where the generated data is stored.
- val dataLocation = ""
-
- tpcdsAll(dataLocation)
- }
-}