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[GitHub] [spark] yaooqinn opened a new pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
yaooqinn opened a new pull request #31012:
URL: https://github.com/apache/spark/pull/31012
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URL: https://github.com/apache/spark/pull/31012#issuecomment-755158520
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[GitHub] [spark] cloud-fan closed pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
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cloud-fan closed pull request #31012:
URL: https://github.com/apache/spark/pull/31012
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[GitHub] [spark] yaooqinn commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r560052173
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q10.sf100/explain.txt
##########
@@ -200,87 +207,115 @@ Left keys [1]: [c_customer_sk#1]
Right keys [1]: [customer_sk#18]
Join condition: None
-(35) Project [codegen id : 12]
+(35) Project [codegen id : 11]
Output [2]: [c_current_cdemo_sk#2, c_current_addr_sk#3]
Input [3]: [c_customer_sk#1, c_current_cdemo_sk#2, c_current_addr_sk#3]
-(36) Scan parquet default.customer_address
-Output [2]: [ca_address_sk#20, ca_county#21]
+(36) Exchange
+Input [2]: [c_current_cdemo_sk#2, c_current_addr_sk#3]
+Arguments: hashpartitioning(c_current_addr_sk#3, 5), ENSURE_REQUIREMENTS, [id=#20]
+
+(37) Sort [codegen id : 12]
+Input [2]: [c_current_cdemo_sk#2, c_current_addr_sk#3]
+Arguments: [c_current_addr_sk#3 ASC NULLS FIRST], false, 0
+
+(38) Scan parquet default.customer_address
+Output [2]: [ca_address_sk#21, ca_county#22]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_address]
-PushedFilters: [In(ca_county, [Walker County,Richland County,Gaines County,Douglas County,Dona Ana County]), IsNotNull(ca_address_sk)]
Review comment:
unexpected change
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[GitHub] [spark] maropu commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
maropu commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r599448368
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/TPCDSBase.scala
##########
@@ -51,223 +51,499 @@ trait TPCDSBase extends SharedSparkSession {
private val tableColumns = Map(
"store_sales" ->
"""
- |`ss_sold_date_sk` INT, `ss_sold_time_sk` INT, `ss_item_sk` INT, `ss_customer_sk` INT,
- |`ss_cdemo_sk` INT, `ss_hdemo_sk` INT, `ss_addr_sk` INT, `ss_store_sk` INT,
- |`ss_promo_sk` INT, `ss_ticket_number` INT, `ss_quantity` INT,
- |`ss_wholesale_cost` DECIMAL(7,2), `ss_list_price` DECIMAL(7,2),
- |`ss_sales_price` DECIMAL(7,2), `ss_ext_discount_amt` DECIMAL(7,2),
- |`ss_ext_sales_price` DECIMAL(7,2), `ss_ext_wholesale_cost` DECIMAL(7,2),
- |`ss_ext_list_price` DECIMAL(7,2), `ss_ext_tax` DECIMAL(7,2),
- |`ss_coupon_amt` DECIMAL(7,2), `ss_net_paid` DECIMAL(7,2),
- |`ss_net_paid_inc_tax` DECIMAL(7,2), `ss_net_profit` DECIMAL(7,2)
+ |`ss_sold_date_sk` INT,
+ |`ss_sold_time_sk` INT,
+ |`ss_item_sk` INT,
+ |`ss_customer_sk` INT,
+ |`ss_cdemo_sk` INT,
+ |`ss_hdemo_sk` INT,
+ |`ss_addr_sk` INT,
+ |`ss_store_sk` INT,
+ |`ss_promo_sk` INT,
+ |`ss_ticket_number` INT,
+ |`ss_quantity` INT,
+ |`ss_wholesale_cost` DECIMAL(7,2),
+ |`ss_list_price` DECIMAL(7,2),
+ |`ss_sales_price` DECIMAL(7,2),
+ |`ss_ext_discount_amt` DECIMAL(7,2),
+ |`ss_ext_sales_price` DECIMAL(7,2),
+ |`ss_ext_wholesale_cost` DECIMAL(7,2),
+ |`ss_ext_list_price` DECIMAL(7,2),
+ |`ss_ext_tax` DECIMAL(7,2),
+ |`ss_coupon_amt` DECIMAL(7,2),
+ |`ss_net_paid` DECIMAL(7,2),
+ |`ss_net_paid_inc_tax` DECIMAL(7,2),
+ |`ss_net_profit` DECIMAL(7,2)
""".stripMargin,
"store_returns" ->
"""
- |`sr_returned_date_sk` BIGINT, `sr_return_time_sk` BIGINT, `sr_item_sk` BIGINT,
- |`sr_customer_sk` BIGINT, `sr_cdemo_sk` BIGINT, `sr_hdemo_sk` BIGINT, `sr_addr_sk` BIGINT,
- |`sr_store_sk` BIGINT, `sr_reason_sk` BIGINT, `sr_ticket_number` BIGINT,
- |`sr_return_quantity` INT, `sr_return_amt` DECIMAL(7,2), `sr_return_tax` DECIMAL(7,2),
- |`sr_return_amt_inc_tax` DECIMAL(7,2), `sr_fee` DECIMAL(7,2),
- |`sr_return_ship_cost` DECIMAL(7,2), `sr_refunded_cash` DECIMAL(7,2),
- |`sr_reversed_charge` DECIMAL(7,2), `sr_store_credit` DECIMAL(7,2),
+ |`sr_returned_date_sk` BIGINT,
+ |`sr_return_time_sk` BIGINT,
+ |`sr_item_sk` BIGINT,
+ |`sr_customer_sk` BIGINT,
+ |`sr_cdemo_sk` BIGINT,
+ |`sr_hdemo_sk` BIGINT,
+ |`sr_addr_sk` BIGINT,
+ |`sr_store_sk` BIGINT,
+ |`sr_reason_sk` BIGINT,
+ |`sr_ticket_number` BIGINT,
+ |`sr_return_quantity` INT,
+ |`sr_return_amt` DECIMAL(7,2),
+ |`sr_return_tax` DECIMAL(7,2),
+ |`sr_return_amt_inc_tax` DECIMAL(7,2),
+ |`sr_fee` DECIMAL(7,2),
+ |`sr_return_ship_cost` DECIMAL(7,2),
+ |`sr_refunded_cash` DECIMAL(7,2),
+ |`sr_reversed_charge` DECIMAL(7,2),
+ |`sr_store_credit` DECIMAL(7,2),
|`sr_net_loss` DECIMAL(7,2)
""".stripMargin,
"catalog_sales" ->
"""
- |`cs_sold_date_sk` INT, `cs_sold_time_sk` INT, `cs_ship_date_sk` INT,
- |`cs_bill_customer_sk` INT, `cs_bill_cdemo_sk` INT, `cs_bill_hdemo_sk` INT,
- |`cs_bill_addr_sk` INT, `cs_ship_customer_sk` INT, `cs_ship_cdemo_sk` INT,
- |`cs_ship_hdemo_sk` INT, `cs_ship_addr_sk` INT, `cs_call_center_sk` INT,
- |`cs_catalog_page_sk` INT, `cs_ship_mode_sk` INT, `cs_warehouse_sk` INT,
- |`cs_item_sk` INT, `cs_promo_sk` INT, `cs_order_number` INT, `cs_quantity` INT,
- |`cs_wholesale_cost` DECIMAL(7,2), `cs_list_price` DECIMAL(7,2),
- |`cs_sales_price` DECIMAL(7,2), `cs_ext_discount_amt` DECIMAL(7,2),
- |`cs_ext_sales_price` DECIMAL(7,2), `cs_ext_wholesale_cost` DECIMAL(7,2),
- |`cs_ext_list_price` DECIMAL(7,2), `cs_ext_tax` DECIMAL(7,2),
- |`cs_coupon_amt` DECIMAL(7,2), `cs_ext_ship_cost` DECIMAL(7,2),
- |`cs_net_paid` DECIMAL(7,2), `cs_net_paid_inc_tax` DECIMAL(7,2),
- |`cs_net_paid_inc_ship` DECIMAL(7,2), `cs_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`cs_sold_date_sk` INT,
+ |`cs_sold_time_sk` INT,
+ |`cs_ship_date_sk` INT,
+ |`cs_bill_customer_sk` INT,
+ |`cs_bill_cdemo_sk` INT,
+ |`cs_bill_hdemo_sk` INT,
+ |`cs_bill_addr_sk` INT,
+ |`cs_ship_customer_sk` INT,
+ |`cs_ship_cdemo_sk` INT,
+ |`cs_ship_hdemo_sk` INT,
+ |`cs_ship_addr_sk` INT,
+ |`cs_call_center_sk` INT,
+ |`cs_catalog_page_sk` INT,
+ |`cs_ship_mode_sk` INT,
+ |`cs_warehouse_sk` INT,
+ |`cs_item_sk` INT,
+ |`cs_promo_sk` INT,
+ |`cs_order_number` INT,
+ |`cs_quantity` INT,
+ |`cs_wholesale_cost` DECIMAL(7,2),
+ |`cs_list_price` DECIMAL(7,2),
+ |`cs_sales_price` DECIMAL(7,2),
+ |`cs_ext_discount_amt` DECIMAL(7,2),
+ |`cs_ext_sales_price` DECIMAL(7,2),
+ |`cs_ext_wholesale_cost` DECIMAL(7,2),
+ |`cs_ext_list_price` DECIMAL(7,2),
+ |`cs_ext_tax` DECIMAL(7,2),
+ |`cs_coupon_amt` DECIMAL(7,2),
+ |`cs_ext_ship_cost` DECIMAL(7,2),
+ |`cs_net_paid` DECIMAL(7,2),
+ |`cs_net_paid_inc_tax` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship_tax` DECIMAL(7,2),
|`cs_net_profit` DECIMAL(7,2)
""".stripMargin,
"catalog_returns" ->
"""
- |`cr_returned_date_sk` INT, `cr_returned_time_sk` INT, `cr_item_sk` INT,
- |`cr_refunded_customer_sk` INT, `cr_refunded_cdemo_sk` INT, `cr_refunded_hdemo_sk` INT,
- |`cr_refunded_addr_sk` INT, `cr_returning_customer_sk` INT, `cr_returning_cdemo_sk` INT,
- |`cr_returning_hdemo_sk` INT, `cr_returning_addr_sk` INT, `cr_call_center_sk` INT,
- |`cr_catalog_page_sk` INT, `cr_ship_mode_sk` INT, `cr_warehouse_sk` INT,
- |`cr_reason_sk` INT,`cr_order_number` INT, `cr_return_quantity` INT,
- |`cr_return_amount` DECIMAL(7,2), `cr_return_tax` DECIMAL(7,2),
- |`cr_return_amt_inc_tax` DECIMAL(7,2), `cr_fee` DECIMAL(7,2),
- |`cr_return_ship_cost` DECIMAL(7,2), `cr_refunded_cash` DECIMAL(7,2),
- |`cr_reversed_charge` DECIMAL(7,2), `cr_store_credit` DECIMAL(7,2),
+ |`cr_returned_date_sk` INT,
+ |`cr_returned_time_sk` INT,
+ |`cr_item_sk` INT,
+ |`cr_refunded_customer_sk` INT,
+ |`cr_refunded_cdemo_sk` INT,
+ |`cr_refunded_hdemo_sk` INT,
+ |`cr_refunded_addr_sk` INT,
+ |`cr_returning_customer_sk` INT,
+ |`cr_returning_cdemo_sk` INT,
+ |`cr_returning_hdemo_sk` INT,
+ |`cr_returning_addr_sk` INT,
+ |`cr_call_center_sk` INT,
+ |`cr_catalog_page_sk` INT,
+ |`cr_ship_mode_sk` INT,
+ |`cr_warehouse_sk` INT,
+ |`cr_reason_sk` INT,`cr_order_number` INT,
+ |`cr_return_quantity` INT,
+ |`cr_return_amount` DECIMAL(7,2),
+ |`cr_return_tax` DECIMAL(7,2),
+ |`cr_return_amt_inc_tax` DECIMAL(7,2),
+ |`cr_fee` DECIMAL(7,2),
+ |`cr_return_ship_cost` DECIMAL(7,2),
+ |`cr_refunded_cash` DECIMAL(7,2),
+ |`cr_reversed_charge` DECIMAL(7,2),
+ |`cr_store_credit` DECIMAL(7,2),
|`cr_net_loss` DECIMAL(7,2)
""".stripMargin,
"web_sales" ->
"""
- |`ws_sold_date_sk` INT, `ws_sold_time_sk` INT, `ws_ship_date_sk` INT, `ws_item_sk` INT,
- |`ws_bill_customer_sk` INT, `ws_bill_cdemo_sk` INT, `ws_bill_hdemo_sk` INT,
- |`ws_bill_addr_sk` INT, `ws_ship_customer_sk` INT, `ws_ship_cdemo_sk` INT,
- |`ws_ship_hdemo_sk` INT, `ws_ship_addr_sk` INT, `ws_web_page_sk` INT,
- |`ws_web_site_sk` INT, `ws_ship_mode_sk` INT, `ws_warehouse_sk` INT, `ws_promo_sk` INT,
- |`ws_order_number` INT, `ws_quantity` INT, `ws_wholesale_cost` DECIMAL(7,2),
- |`ws_list_price` DECIMAL(7,2), `ws_sales_price` DECIMAL(7,2),
- |`ws_ext_discount_amt` DECIMAL(7,2), `ws_ext_sales_price` DECIMAL(7,2),
- |`ws_ext_wholesale_cost` DECIMAL(7,2), `ws_ext_list_price` DECIMAL(7,2),
- |`ws_ext_tax` DECIMAL(7,2), `ws_coupon_amt` DECIMAL(7,2), `ws_ext_ship_cost` DECIMAL(7,2),
- |`ws_net_paid` DECIMAL(7,2), `ws_net_paid_inc_tax` DECIMAL(7,2),
- |`ws_net_paid_inc_ship` DECIMAL(7,2), `ws_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`ws_sold_date_sk` INT,
+ |`ws_sold_time_sk` INT,
+ |`ws_ship_date_sk` INT,
+ |`ws_item_sk` INT,
+ |`ws_bill_customer_sk` INT,
+ |`ws_bill_cdemo_sk` INT,
+ |`ws_bill_hdemo_sk` INT,
+ |`ws_bill_addr_sk` INT,
+ |`ws_ship_customer_sk` INT,
+ |`ws_ship_cdemo_sk` INT,
+ |`ws_ship_hdemo_sk` INT,
+ |`ws_ship_addr_sk` INT,
+ |`ws_web_page_sk` INT,
+ |`ws_web_site_sk` INT,
+ |`ws_ship_mode_sk` INT,
+ |`ws_warehouse_sk` INT,
+ |`ws_promo_sk` INT,
+ |`ws_order_number` INT,
+ |`ws_quantity` INT,
+ |`ws_wholesale_cost` DECIMAL(7,2),
+ |`ws_list_price` DECIMAL(7,2),
+ |`ws_sales_price` DECIMAL(7,2),
+ |`ws_ext_discount_amt` DECIMAL(7,2),
+ |`ws_ext_sales_price` DECIMAL(7,2),
+ |`ws_ext_wholesale_cost` DECIMAL(7,2),
+ |`ws_ext_list_price` DECIMAL(7,2),
+ |`ws_ext_tax` DECIMAL(7,2),
+ |`ws_coupon_amt` DECIMAL(7,2),
+ |`ws_ext_ship_cost` DECIMAL(7,2),
+ |`ws_net_paid` DECIMAL(7,2),
+ |`ws_net_paid_inc_tax` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship_tax` DECIMAL(7,2),
|`ws_net_profit` DECIMAL(7,2)
""".stripMargin,
"web_returns" ->
"""
- |`wr_returned_date_sk` BIGINT, `wr_returned_time_sk` BIGINT, `wr_item_sk` BIGINT,
- |`wr_refunded_customer_sk` BIGINT, `wr_refunded_cdemo_sk` BIGINT,
- |`wr_refunded_hdemo_sk` BIGINT, `wr_refunded_addr_sk` BIGINT,
- |`wr_returning_customer_sk` BIGINT, `wr_returning_cdemo_sk` BIGINT,
- |`wr_returning_hdemo_sk` BIGINT, `wr_returning_addr_sk` BIGINT, `wr_web_page_sk` BIGINT,
- |`wr_reason_sk` BIGINT, `wr_order_number` BIGINT, `wr_return_quantity` INT,
- |`wr_return_amt` DECIMAL(7,2), `wr_return_tax` DECIMAL(7,2),
- |`wr_return_amt_inc_tax` DECIMAL(7,2), `wr_fee` DECIMAL(7,2),
- |`wr_return_ship_cost` DECIMAL(7,2), `wr_refunded_cash` DECIMAL(7,2),
- |`wr_reversed_charge` DECIMAL(7,2), `wr_account_credit` DECIMAL(7,2),
+ |`wr_returned_date_sk` BIGINT,
+ |`wr_returned_time_sk` BIGINT,
+ |`wr_item_sk` BIGINT,
+ |`wr_refunded_customer_sk` BIGINT,
+ |`wr_refunded_cdemo_sk` BIGINT,
+ |`wr_refunded_hdemo_sk` BIGINT,
+ |`wr_refunded_addr_sk` BIGINT,
+ |`wr_returning_customer_sk` BIGINT,
+ |`wr_returning_cdemo_sk` BIGINT,
+ |`wr_returning_hdemo_sk` BIGINT,
+ |`wr_returning_addr_sk` BIGINT,
+ |`wr_web_page_sk` BIGINT,
+ |`wr_reason_sk` BIGINT,
+ |`wr_order_number` BIGINT,
+ |`wr_return_quantity` INT,
+ |`wr_return_amt` DECIMAL(7,2),
+ |`wr_return_tax` DECIMAL(7,2),
+ |`wr_return_amt_inc_tax` DECIMAL(7,2),
+ |`wr_fee` DECIMAL(7,2),
+ |`wr_return_ship_cost` DECIMAL(7,2),
+ |`wr_refunded_cash` DECIMAL(7,2),
+ |`wr_reversed_charge` DECIMAL(7,2),
+ |`wr_account_credit` DECIMAL(7,2),
|`wr_net_loss` DECIMAL(7,2)
""".stripMargin,
"inventory" ->
"""
- |`inv_date_sk` INT, `inv_item_sk` INT, `inv_warehouse_sk` INT,
+ |`inv_date_sk` INT,
+ |`inv_item_sk` INT,
+ |`inv_warehouse_sk` INT,
|`inv_quantity_on_hand` INT
""".stripMargin,
"store" ->
"""
- |`s_store_sk` INT, `s_store_id` STRING, `s_rec_start_date` DATE,
- |`s_rec_end_date` DATE, `s_closed_date_sk` INT, `s_store_name` STRING,
- |`s_number_employees` INT, `s_floor_space` INT, `s_hours` STRING, `s_manager` STRING,
- |`s_market_id` INT, `s_geography_class` STRING, `s_market_desc` STRING,
- |`s_market_manager` STRING, `s_division_id` INT, `s_division_name` STRING,
- |`s_company_id` INT, `s_company_name` STRING, `s_street_number` STRING,
- |`s_street_name` STRING, `s_street_type` STRING, `s_suite_number` STRING, `s_city` STRING,
- |`s_county` STRING, `s_state` STRING, `s_zip` STRING, `s_country` STRING,
- |`s_gmt_offset` DECIMAL(5,2), `s_tax_percentage` DECIMAL(5,2)
+ |`s_store_sk` INT,
+ |`s_store_id` CHAR(16),
+ |`s_rec_start_date` DATE,
+ |`s_rec_end_date` DATE,
+ |`s_closed_date_sk` INT,
+ |`s_store_name` VARCHAR(50),
+ |`s_number_employees` INT,
+ |`s_floor_space` INT,
+ |`s_hours` CHAR(20),
+ |`s_manager` VARCHAR(40),
+ |`s_market_id` INT,
+ |`s_geography_class` VARCHAR(100),
+ |`s_market_desc` VARCHAR(100),
+ |`s_market_manager` VARCHAR(40),
+ |`s_division_id` INT,
+ |`s_division_name` VARCHAR(50),
+ |`s_company_id` INT,
+ |`s_company_name` VARCHAR(50),
+ |`s_street_number` VARCHAR(10),
+ |`s_street_name` VARCHAR(60),
+ |`s_street_type` CHAR(15),
+ |`s_suite_number` CHAR(10),
+ |`s_city` VARCHAR(60),
+ |`s_county` VARCHAR(30),
+ |`s_state` CHAR(2),
+ |`s_zip` CHAR(10),
+ |`s_country` VARCHAR(20),
+ |`s_gmt_offset` DECIMAL(5,2),
+ |`s_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"call_center" ->
"""
- |`cc_call_center_sk` INT, `cc_call_center_id` STRING, `cc_rec_start_date` DATE,
- |`cc_rec_end_date` DATE, `cc_closed_date_sk` INT, `cc_open_date_sk` INT, `cc_name` STRING,
- |`cc_class` STRING, `cc_employees` INT, `cc_sq_ft` INT, `cc_hours` STRING,
- |`cc_manager` STRING, `cc_mkt_id` INT, `cc_mkt_class` STRING, `cc_mkt_desc` STRING,
- |`cc_market_manager` STRING, `cc_division` INT, `cc_division_name` STRING,
- |`cc_company` INT, `cc_company_name` STRING, `cc_street_number` STRING,
- |`cc_street_name` STRING, `cc_street_type` STRING, `cc_suite_number` STRING,
- |`cc_city` STRING, `cc_county` STRING, `cc_state` STRING, `cc_zip` STRING,
- |`cc_country` STRING, `cc_gmt_offset` DECIMAL(5,2), `cc_tax_percentage` DECIMAL(5,2)
+ |`cc_call_center_sk` INT,
+ |`cc_call_center_id` CHAR(16),
+ |`cc_rec_start_date` DATE,
+ |`cc_rec_end_date` DATE,
+ |`cc_closed_date_sk` INT,
+ |`cc_open_date_sk` INT,
+ |`cc_name` VARCHAR(50),
+ |`cc_class` VARCHAR(50),
+ |`cc_employees` INT,
+ |`cc_sq_ft` INT,
+ |`cc_hours` CHAR(20),
+ |`cc_manager` VARCHAR(40),
+ |`cc_mkt_id` INT,
+ |`cc_mkt_class` CHAR(50),
+ |`cc_mkt_desc` VARCHAR(100),
+ |`cc_market_manager` VARCHAR(40),
+ |`cc_division` INT,
+ |`cc_division_name` VARCHAR(50),
+ |`cc_company` INT,
+ |`cc_company_name` CHAR(50),
+ |`cc_street_number` CHAR(10),
+ |`cc_street_name` VARCHAR(60),
+ |`cc_street_type` CHAR(15),
+ |`cc_suite_number` CHAR(10),
+ |`cc_city` VARCHAR(60),
+ |`cc_county` VARCHAR(30),
+ |`cc_state` CHAR(2),
+ |`cc_zip` CHAR(10),
+ |`cc_country` VARCHAR(20),
+ |`cc_gmt_offset` DECIMAL(5,2),
+ |`cc_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"catalog_page" ->
"""
- |`cp_catalog_page_sk` INT, `cp_catalog_page_id` STRING, `cp_start_date_sk` INT,
- |`cp_end_date_sk` INT, `cp_department` STRING, `cp_catalog_number` INT,
- |`cp_catalog_page_number` INT, `cp_description` STRING, `cp_type` STRING
+ |`cp_catalog_page_sk` INT,
+ |`cp_catalog_page_id` CHAR(16),
+ |`cp_start_date_sk` INT,
+ |`cp_end_date_sk` INT,
+ |`cp_department` VARCHAR(50),
+ |`cp_catalog_number` INT,
+ |`cp_catalog_page_number` INT,
+ |`cp_description` VARCHAR(100),
+ |`cp_type` VARCHAR(100)
""".stripMargin,
"web_site" ->
"""
- |`web_site_sk` INT, `web_site_id` STRING, `web_rec_start_date` DATE,
- |`web_rec_end_date` DATE, `web_name` STRING, `web_open_date_sk` INT,
- |`web_close_date_sk` INT, `web_class` STRING, `web_manager` STRING, `web_mkt_id` INT,
- |`web_mkt_class` STRING, `web_mkt_desc` STRING, `web_market_manager` STRING,
- |`web_company_id` INT, `web_company_name` STRING, `web_street_number` STRING,
- |`web_street_name` STRING, `web_street_type` STRING, `web_suite_number` STRING,
- |`web_city` STRING, `web_county` STRING, `web_state` STRING, `web_zip` STRING,
- |`web_country` STRING, `web_gmt_offset` DECIMAL(5,2), `web_tax_percentage` DECIMAL(5,2)
+ |`web_site_sk` INT,
+ |`web_site_id` CHAR(16),
+ |`web_rec_start_date` DATE,
+ |`web_rec_end_date` DATE,
+ |`web_name` VARCHAR(50),
+ |`web_open_date_sk` INT,
+ |`web_close_date_sk` INT,
+ |`web_class` VARCHAR(50),
+ |`web_manager` VARCHAR(40),
+ |`web_mkt_id` INT,
+ |`web_mkt_class` VARCHAR(50),
+ |`web_mkt_desc` VARCHAR(100),
+ |`web_market_manager` VARCHAR(40),
+ |`web_company_id` INT,
+ |`web_company_name` CHAR(50),
+ |`web_street_number` CHAR(10),
+ |`web_street_name` VARCHAR(60),
+ |`web_street_type` CHAR(15),
+ |`web_suite_number` CHAR(10),
+ |`web_city` VARCHAR(60),
+ |`web_county` VARCHAR(30),
+ |`web_state` CHAR(2),
+ |`web_zip` CHAR(10),
+ |`web_country` VARCHAR(20),
+ |`web_gmt_offset` DECIMAL(5,2),
+ |`web_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"web_page" ->
"""
- |`wp_web_page_sk` INT, `wp_web_page_id` STRING,
- |`wp_rec_start_date` DATE, `wp_rec_end_date` DATE, `wp_creation_date_sk` INT,
- |`wp_access_date_sk` INT, `wp_autogen_flag` STRING, `wp_customer_sk` INT,
- |`wp_url` STRING, `wp_type` STRING, `wp_char_count` INT, `wp_link_count` INT,
- |`wp_image_count` INT, `wp_max_ad_count` INT
+ |`wp_web_page_sk` INT,
+ |`wp_web_page_id` CHAR(16),
+ |`wp_rec_start_date` DATE,
+ |`wp_rec_end_date` DATE,
+ |`wp_creation_date_sk` INT,
+ |`wp_access_date_sk` INT,
+ |`wp_autogen_flag` CHAR(1),
+ |`wp_customer_sk` INT,
+ |`wp_url` VARCHAR(100),
+ |`wp_type` CHAR(50),
+ |`wp_char_count` INT,
+ |`wp_link_count` INT,
+ |`wp_image_count` INT,
+ |`wp_max_ad_count` INT
""".stripMargin,
"warehouse" ->
"""
- |`w_warehouse_sk` INT, `w_warehouse_id` STRING, `w_warehouse_name` STRING,
- |`w_warehouse_sq_ft` INT, `w_street_number` STRING, `w_street_name` STRING,
- |`w_street_type` STRING, `w_suite_number` STRING, `w_city` STRING, `w_county` STRING,
- |`w_state` STRING, `w_zip` STRING, `w_country` STRING, `w_gmt_offset` DECIMAL(5,2)
+ |`w_warehouse_sk` INT,
+ |`w_warehouse_id` CHAR(16),
+ |`w_warehouse_name` VARCHAR(20),
+ |`w_warehouse_sq_ft` INT,
+ |`w_street_number` CHAR(10),
+ |`w_street_name` VARCHAR(20),
+ |`w_street_type` CHAR(15),
+ |`w_suite_number` CHAR(10),
+ |`w_city` VARCHAR(60),
+ |`w_county` VARCHAR(30),
+ |`w_state` CHAR(2),
+ |`w_zip` CHAR(10),
+ |`w_country` VARCHAR(20),
+ |`w_gmt_offset` DECIMAL(5,2)
""".stripMargin,
"customer" ->
"""
- |`c_customer_sk` INT, `c_customer_id` STRING, `c_current_cdemo_sk` INT,
- |`c_current_hdemo_sk` INT, `c_current_addr_sk` INT, `c_first_shipto_date_sk` INT,
- |`c_first_sales_date_sk` INT, `c_salutation` STRING, `c_first_name` STRING,
- |`c_last_name` STRING, `c_preferred_cust_flag` STRING, `c_birth_day` INT,
- |`c_birth_month` INT, `c_birth_year` INT, `c_birth_country` STRING, `c_login` STRING,
- |`c_email_address` STRING, `c_last_review_date` INT
+ |`c_customer_sk` INT,
+ |`c_customer_id` CHAR(16),
+ |`c_current_cdemo_sk` INT,
+ |`c_current_hdemo_sk` INT,
+ |`c_current_addr_sk` INT,
+ |`c_first_shipto_date_sk` INT,
+ |`c_first_sales_date_sk` INT,
+ |`c_salutation` CHAR(10),
+ |`c_first_name` CHAR(20),
+ |`c_last_name` CHAR(30),
+ |`c_preferred_cust_flag` CHAR(1),
+ |`c_birth_day` INT,
+ |`c_birth_month` INT,
+ |`c_birth_year` INT,
+ |`c_birth_country` VARCHAR(20),
+ |`c_login` CHAR(13),
+ |`c_email_address` CHAR(50),
+ |`c_last_review_date` INT
""".stripMargin,
"customer_address" ->
"""
- |`ca_address_sk` INT, `ca_address_id` STRING, `ca_street_number` STRING,
- |`ca_street_name` STRING, `ca_street_type` STRING, `ca_suite_number` STRING,
- |`ca_city` STRING, `ca_county` STRING, `ca_state` STRING, `ca_zip` STRING,
- |`ca_country` STRING, `ca_gmt_offset` DECIMAL(5,2), `ca_location_type` STRING
+ |`ca_address_sk` INT,
+ |`ca_address_id` CHAR(16),
+ |`ca_street_number` CHAR(10),
+ |`ca_street_name` VARCHAR(60),
+ |`ca_street_type` CHAR(15),
+ |`ca_suite_number` CHAR(10),
+ |`ca_city` VARCHAR(60),
+ |`ca_county` VARCHAR(30),
+ |`ca_state` CHAR(2),
+ |`ca_zip` CHAR(10),
+ |`ca_country` VARCHAR(20),
+ |`ca_gmt_offset` DECIMAL(5,2),
+ |`ca_location_type` CHAR(20)
""".stripMargin,
"customer_demographics" ->
"""
- |`cd_demo_sk` INT, `cd_gender` STRING, `cd_marital_status` STRING,
- |`cd_education_status` STRING, `cd_purchase_estimate` INT, `cd_credit_rating` STRING,
- |`cd_dep_count` INT, `cd_dep_employed_count` INT, `cd_dep_college_count` INT
+ |`cd_demo_sk` INT,
+ |`cd_gender` CHAR(1),
+ |`cd_marital_status` CHAR(1),
+ |`cd_education_status` CHAR(20),
+ |`cd_purchase_estimate` INT,
+ |`cd_credit_rating` CHAR(10),
+ |`cd_dep_count` INT,
+ |`cd_dep_employed_count` INT,
+ |`cd_dep_college_count` INT
""".stripMargin,
"date_dim" ->
"""
- |`d_date_sk` INT, `d_date_id` STRING, `d_date` DATE,
- |`d_month_seq` INT, `d_week_seq` INT, `d_quarter_seq` INT, `d_year` INT, `d_dow` INT,
- |`d_moy` INT, `d_dom` INT, `d_qoy` INT, `d_fy_year` INT, `d_fy_quarter_seq` INT,
- |`d_fy_week_seq` INT, `d_day_name` STRING, `d_quarter_name` STRING, `d_holiday` STRING,
- |`d_weekend` STRING, `d_following_holiday` STRING, `d_first_dom` INT, `d_last_dom` INT,
- |`d_same_day_ly` INT, `d_same_day_lq` INT, `d_current_day` STRING,
- |`d_current_week` STRING, `d_current_month` STRING, `d_current_quarter` STRING,
- |`d_current_year` STRING
+ |`d_date_sk` INT,
+ |`d_date_id` CHAR(16),
+ |`d_date` DATE,
+ |`d_month_seq` INT,
+ |`d_week_seq` INT,
+ |`d_quarter_seq` INT,
+ |`d_year` INT,
+ |`d_dow` INT,
+ |`d_moy` INT,
+ |`d_dom` INT,
+ |`d_qoy` INT,
+ |`d_fy_year` INT,
+ |`d_fy_quarter_seq` INT,
+ |`d_fy_week_seq` INT,
+ |`d_day_name` CHAR(9),
+ |`d_quarter_name` CHAR(1),
Review comment:
https://github.com/apache/spark/pull/31886/files#r599317278
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[GitHub] [spark] SparkQA commented on pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-754394214
**[Test build #133610 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/133610/testReport)** for PR 31012 at commit [`4affca9`](https://github.com/apache/spark/commit/4affca9252f4298fe96fa873ff10234ba0e79bc3).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] yaooqinn commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-763281771
> Could you check the other DDL definition for ssb (`SSBQuerySuite`) and tpc-h (`TPCHQuerySuite`)? We need the same change there, too?
yes we can check that later
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[GitHub] [spark] maropu commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
maropu commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r560620658
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q10.sf100/simplified.txt
##########
@@ -1,81 +1,100 @@
TakeOrderedAndProject [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,cnt1,cnt2,cnt3,cnt4,cnt5,cnt6]
- WholeStageCodegen (14)
+ WholeStageCodegen (20)
HashAggregate [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,count] [count(1),cnt1,cnt2,cnt3,cnt4,cnt5,cnt6,count]
InputAdapter
Exchange [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] #1
- WholeStageCodegen (13)
+ WholeStageCodegen (19)
HashAggregate [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] [count,count]
Project [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]
- BroadcastHashJoin [c_current_cdemo_sk,cd_demo_sk]
+ SortMergeJoin [c_current_cdemo_sk,cd_demo_sk]
Review comment:
Looks interesting. Why did the plan change here? The plan cannot correctly get stats from a table with char/varchar?
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[GitHub] [spark] maropu commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
maropu commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r599505405
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/TPCDSBase.scala
##########
@@ -51,223 +51,499 @@ trait TPCDSBase extends SharedSparkSession {
private val tableColumns = Map(
"store_sales" ->
"""
- |`ss_sold_date_sk` INT, `ss_sold_time_sk` INT, `ss_item_sk` INT, `ss_customer_sk` INT,
- |`ss_cdemo_sk` INT, `ss_hdemo_sk` INT, `ss_addr_sk` INT, `ss_store_sk` INT,
- |`ss_promo_sk` INT, `ss_ticket_number` INT, `ss_quantity` INT,
- |`ss_wholesale_cost` DECIMAL(7,2), `ss_list_price` DECIMAL(7,2),
- |`ss_sales_price` DECIMAL(7,2), `ss_ext_discount_amt` DECIMAL(7,2),
- |`ss_ext_sales_price` DECIMAL(7,2), `ss_ext_wholesale_cost` DECIMAL(7,2),
- |`ss_ext_list_price` DECIMAL(7,2), `ss_ext_tax` DECIMAL(7,2),
- |`ss_coupon_amt` DECIMAL(7,2), `ss_net_paid` DECIMAL(7,2),
- |`ss_net_paid_inc_tax` DECIMAL(7,2), `ss_net_profit` DECIMAL(7,2)
+ |`ss_sold_date_sk` INT,
+ |`ss_sold_time_sk` INT,
+ |`ss_item_sk` INT,
+ |`ss_customer_sk` INT,
+ |`ss_cdemo_sk` INT,
+ |`ss_hdemo_sk` INT,
+ |`ss_addr_sk` INT,
+ |`ss_store_sk` INT,
+ |`ss_promo_sk` INT,
+ |`ss_ticket_number` INT,
+ |`ss_quantity` INT,
+ |`ss_wholesale_cost` DECIMAL(7,2),
+ |`ss_list_price` DECIMAL(7,2),
+ |`ss_sales_price` DECIMAL(7,2),
+ |`ss_ext_discount_amt` DECIMAL(7,2),
+ |`ss_ext_sales_price` DECIMAL(7,2),
+ |`ss_ext_wholesale_cost` DECIMAL(7,2),
+ |`ss_ext_list_price` DECIMAL(7,2),
+ |`ss_ext_tax` DECIMAL(7,2),
+ |`ss_coupon_amt` DECIMAL(7,2),
+ |`ss_net_paid` DECIMAL(7,2),
+ |`ss_net_paid_inc_tax` DECIMAL(7,2),
+ |`ss_net_profit` DECIMAL(7,2)
""".stripMargin,
"store_returns" ->
"""
- |`sr_returned_date_sk` BIGINT, `sr_return_time_sk` BIGINT, `sr_item_sk` BIGINT,
- |`sr_customer_sk` BIGINT, `sr_cdemo_sk` BIGINT, `sr_hdemo_sk` BIGINT, `sr_addr_sk` BIGINT,
- |`sr_store_sk` BIGINT, `sr_reason_sk` BIGINT, `sr_ticket_number` BIGINT,
- |`sr_return_quantity` INT, `sr_return_amt` DECIMAL(7,2), `sr_return_tax` DECIMAL(7,2),
- |`sr_return_amt_inc_tax` DECIMAL(7,2), `sr_fee` DECIMAL(7,2),
- |`sr_return_ship_cost` DECIMAL(7,2), `sr_refunded_cash` DECIMAL(7,2),
- |`sr_reversed_charge` DECIMAL(7,2), `sr_store_credit` DECIMAL(7,2),
+ |`sr_returned_date_sk` BIGINT,
+ |`sr_return_time_sk` BIGINT,
+ |`sr_item_sk` BIGINT,
+ |`sr_customer_sk` BIGINT,
+ |`sr_cdemo_sk` BIGINT,
+ |`sr_hdemo_sk` BIGINT,
+ |`sr_addr_sk` BIGINT,
+ |`sr_store_sk` BIGINT,
+ |`sr_reason_sk` BIGINT,
+ |`sr_ticket_number` BIGINT,
+ |`sr_return_quantity` INT,
+ |`sr_return_amt` DECIMAL(7,2),
+ |`sr_return_tax` DECIMAL(7,2),
+ |`sr_return_amt_inc_tax` DECIMAL(7,2),
+ |`sr_fee` DECIMAL(7,2),
+ |`sr_return_ship_cost` DECIMAL(7,2),
+ |`sr_refunded_cash` DECIMAL(7,2),
+ |`sr_reversed_charge` DECIMAL(7,2),
+ |`sr_store_credit` DECIMAL(7,2),
|`sr_net_loss` DECIMAL(7,2)
""".stripMargin,
"catalog_sales" ->
"""
- |`cs_sold_date_sk` INT, `cs_sold_time_sk` INT, `cs_ship_date_sk` INT,
- |`cs_bill_customer_sk` INT, `cs_bill_cdemo_sk` INT, `cs_bill_hdemo_sk` INT,
- |`cs_bill_addr_sk` INT, `cs_ship_customer_sk` INT, `cs_ship_cdemo_sk` INT,
- |`cs_ship_hdemo_sk` INT, `cs_ship_addr_sk` INT, `cs_call_center_sk` INT,
- |`cs_catalog_page_sk` INT, `cs_ship_mode_sk` INT, `cs_warehouse_sk` INT,
- |`cs_item_sk` INT, `cs_promo_sk` INT, `cs_order_number` INT, `cs_quantity` INT,
- |`cs_wholesale_cost` DECIMAL(7,2), `cs_list_price` DECIMAL(7,2),
- |`cs_sales_price` DECIMAL(7,2), `cs_ext_discount_amt` DECIMAL(7,2),
- |`cs_ext_sales_price` DECIMAL(7,2), `cs_ext_wholesale_cost` DECIMAL(7,2),
- |`cs_ext_list_price` DECIMAL(7,2), `cs_ext_tax` DECIMAL(7,2),
- |`cs_coupon_amt` DECIMAL(7,2), `cs_ext_ship_cost` DECIMAL(7,2),
- |`cs_net_paid` DECIMAL(7,2), `cs_net_paid_inc_tax` DECIMAL(7,2),
- |`cs_net_paid_inc_ship` DECIMAL(7,2), `cs_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`cs_sold_date_sk` INT,
+ |`cs_sold_time_sk` INT,
+ |`cs_ship_date_sk` INT,
+ |`cs_bill_customer_sk` INT,
+ |`cs_bill_cdemo_sk` INT,
+ |`cs_bill_hdemo_sk` INT,
+ |`cs_bill_addr_sk` INT,
+ |`cs_ship_customer_sk` INT,
+ |`cs_ship_cdemo_sk` INT,
+ |`cs_ship_hdemo_sk` INT,
+ |`cs_ship_addr_sk` INT,
+ |`cs_call_center_sk` INT,
+ |`cs_catalog_page_sk` INT,
+ |`cs_ship_mode_sk` INT,
+ |`cs_warehouse_sk` INT,
+ |`cs_item_sk` INT,
+ |`cs_promo_sk` INT,
+ |`cs_order_number` INT,
+ |`cs_quantity` INT,
+ |`cs_wholesale_cost` DECIMAL(7,2),
+ |`cs_list_price` DECIMAL(7,2),
+ |`cs_sales_price` DECIMAL(7,2),
+ |`cs_ext_discount_amt` DECIMAL(7,2),
+ |`cs_ext_sales_price` DECIMAL(7,2),
+ |`cs_ext_wholesale_cost` DECIMAL(7,2),
+ |`cs_ext_list_price` DECIMAL(7,2),
+ |`cs_ext_tax` DECIMAL(7,2),
+ |`cs_coupon_amt` DECIMAL(7,2),
+ |`cs_ext_ship_cost` DECIMAL(7,2),
+ |`cs_net_paid` DECIMAL(7,2),
+ |`cs_net_paid_inc_tax` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship_tax` DECIMAL(7,2),
|`cs_net_profit` DECIMAL(7,2)
""".stripMargin,
"catalog_returns" ->
"""
- |`cr_returned_date_sk` INT, `cr_returned_time_sk` INT, `cr_item_sk` INT,
- |`cr_refunded_customer_sk` INT, `cr_refunded_cdemo_sk` INT, `cr_refunded_hdemo_sk` INT,
- |`cr_refunded_addr_sk` INT, `cr_returning_customer_sk` INT, `cr_returning_cdemo_sk` INT,
- |`cr_returning_hdemo_sk` INT, `cr_returning_addr_sk` INT, `cr_call_center_sk` INT,
- |`cr_catalog_page_sk` INT, `cr_ship_mode_sk` INT, `cr_warehouse_sk` INT,
- |`cr_reason_sk` INT,`cr_order_number` INT, `cr_return_quantity` INT,
- |`cr_return_amount` DECIMAL(7,2), `cr_return_tax` DECIMAL(7,2),
- |`cr_return_amt_inc_tax` DECIMAL(7,2), `cr_fee` DECIMAL(7,2),
- |`cr_return_ship_cost` DECIMAL(7,2), `cr_refunded_cash` DECIMAL(7,2),
- |`cr_reversed_charge` DECIMAL(7,2), `cr_store_credit` DECIMAL(7,2),
+ |`cr_returned_date_sk` INT,
+ |`cr_returned_time_sk` INT,
+ |`cr_item_sk` INT,
+ |`cr_refunded_customer_sk` INT,
+ |`cr_refunded_cdemo_sk` INT,
+ |`cr_refunded_hdemo_sk` INT,
+ |`cr_refunded_addr_sk` INT,
+ |`cr_returning_customer_sk` INT,
+ |`cr_returning_cdemo_sk` INT,
+ |`cr_returning_hdemo_sk` INT,
+ |`cr_returning_addr_sk` INT,
+ |`cr_call_center_sk` INT,
+ |`cr_catalog_page_sk` INT,
+ |`cr_ship_mode_sk` INT,
+ |`cr_warehouse_sk` INT,
+ |`cr_reason_sk` INT,`cr_order_number` INT,
+ |`cr_return_quantity` INT,
+ |`cr_return_amount` DECIMAL(7,2),
+ |`cr_return_tax` DECIMAL(7,2),
+ |`cr_return_amt_inc_tax` DECIMAL(7,2),
+ |`cr_fee` DECIMAL(7,2),
+ |`cr_return_ship_cost` DECIMAL(7,2),
+ |`cr_refunded_cash` DECIMAL(7,2),
+ |`cr_reversed_charge` DECIMAL(7,2),
+ |`cr_store_credit` DECIMAL(7,2),
|`cr_net_loss` DECIMAL(7,2)
""".stripMargin,
"web_sales" ->
"""
- |`ws_sold_date_sk` INT, `ws_sold_time_sk` INT, `ws_ship_date_sk` INT, `ws_item_sk` INT,
- |`ws_bill_customer_sk` INT, `ws_bill_cdemo_sk` INT, `ws_bill_hdemo_sk` INT,
- |`ws_bill_addr_sk` INT, `ws_ship_customer_sk` INT, `ws_ship_cdemo_sk` INT,
- |`ws_ship_hdemo_sk` INT, `ws_ship_addr_sk` INT, `ws_web_page_sk` INT,
- |`ws_web_site_sk` INT, `ws_ship_mode_sk` INT, `ws_warehouse_sk` INT, `ws_promo_sk` INT,
- |`ws_order_number` INT, `ws_quantity` INT, `ws_wholesale_cost` DECIMAL(7,2),
- |`ws_list_price` DECIMAL(7,2), `ws_sales_price` DECIMAL(7,2),
- |`ws_ext_discount_amt` DECIMAL(7,2), `ws_ext_sales_price` DECIMAL(7,2),
- |`ws_ext_wholesale_cost` DECIMAL(7,2), `ws_ext_list_price` DECIMAL(7,2),
- |`ws_ext_tax` DECIMAL(7,2), `ws_coupon_amt` DECIMAL(7,2), `ws_ext_ship_cost` DECIMAL(7,2),
- |`ws_net_paid` DECIMAL(7,2), `ws_net_paid_inc_tax` DECIMAL(7,2),
- |`ws_net_paid_inc_ship` DECIMAL(7,2), `ws_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`ws_sold_date_sk` INT,
+ |`ws_sold_time_sk` INT,
+ |`ws_ship_date_sk` INT,
+ |`ws_item_sk` INT,
+ |`ws_bill_customer_sk` INT,
+ |`ws_bill_cdemo_sk` INT,
+ |`ws_bill_hdemo_sk` INT,
+ |`ws_bill_addr_sk` INT,
+ |`ws_ship_customer_sk` INT,
+ |`ws_ship_cdemo_sk` INT,
+ |`ws_ship_hdemo_sk` INT,
+ |`ws_ship_addr_sk` INT,
+ |`ws_web_page_sk` INT,
+ |`ws_web_site_sk` INT,
+ |`ws_ship_mode_sk` INT,
+ |`ws_warehouse_sk` INT,
+ |`ws_promo_sk` INT,
+ |`ws_order_number` INT,
+ |`ws_quantity` INT,
+ |`ws_wholesale_cost` DECIMAL(7,2),
+ |`ws_list_price` DECIMAL(7,2),
+ |`ws_sales_price` DECIMAL(7,2),
+ |`ws_ext_discount_amt` DECIMAL(7,2),
+ |`ws_ext_sales_price` DECIMAL(7,2),
+ |`ws_ext_wholesale_cost` DECIMAL(7,2),
+ |`ws_ext_list_price` DECIMAL(7,2),
+ |`ws_ext_tax` DECIMAL(7,2),
+ |`ws_coupon_amt` DECIMAL(7,2),
+ |`ws_ext_ship_cost` DECIMAL(7,2),
+ |`ws_net_paid` DECIMAL(7,2),
+ |`ws_net_paid_inc_tax` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship_tax` DECIMAL(7,2),
|`ws_net_profit` DECIMAL(7,2)
""".stripMargin,
"web_returns" ->
"""
- |`wr_returned_date_sk` BIGINT, `wr_returned_time_sk` BIGINT, `wr_item_sk` BIGINT,
- |`wr_refunded_customer_sk` BIGINT, `wr_refunded_cdemo_sk` BIGINT,
- |`wr_refunded_hdemo_sk` BIGINT, `wr_refunded_addr_sk` BIGINT,
- |`wr_returning_customer_sk` BIGINT, `wr_returning_cdemo_sk` BIGINT,
- |`wr_returning_hdemo_sk` BIGINT, `wr_returning_addr_sk` BIGINT, `wr_web_page_sk` BIGINT,
- |`wr_reason_sk` BIGINT, `wr_order_number` BIGINT, `wr_return_quantity` INT,
- |`wr_return_amt` DECIMAL(7,2), `wr_return_tax` DECIMAL(7,2),
- |`wr_return_amt_inc_tax` DECIMAL(7,2), `wr_fee` DECIMAL(7,2),
- |`wr_return_ship_cost` DECIMAL(7,2), `wr_refunded_cash` DECIMAL(7,2),
- |`wr_reversed_charge` DECIMAL(7,2), `wr_account_credit` DECIMAL(7,2),
+ |`wr_returned_date_sk` BIGINT,
+ |`wr_returned_time_sk` BIGINT,
+ |`wr_item_sk` BIGINT,
+ |`wr_refunded_customer_sk` BIGINT,
+ |`wr_refunded_cdemo_sk` BIGINT,
+ |`wr_refunded_hdemo_sk` BIGINT,
+ |`wr_refunded_addr_sk` BIGINT,
+ |`wr_returning_customer_sk` BIGINT,
+ |`wr_returning_cdemo_sk` BIGINT,
+ |`wr_returning_hdemo_sk` BIGINT,
+ |`wr_returning_addr_sk` BIGINT,
+ |`wr_web_page_sk` BIGINT,
+ |`wr_reason_sk` BIGINT,
+ |`wr_order_number` BIGINT,
+ |`wr_return_quantity` INT,
+ |`wr_return_amt` DECIMAL(7,2),
+ |`wr_return_tax` DECIMAL(7,2),
+ |`wr_return_amt_inc_tax` DECIMAL(7,2),
+ |`wr_fee` DECIMAL(7,2),
+ |`wr_return_ship_cost` DECIMAL(7,2),
+ |`wr_refunded_cash` DECIMAL(7,2),
+ |`wr_reversed_charge` DECIMAL(7,2),
+ |`wr_account_credit` DECIMAL(7,2),
|`wr_net_loss` DECIMAL(7,2)
""".stripMargin,
"inventory" ->
"""
- |`inv_date_sk` INT, `inv_item_sk` INT, `inv_warehouse_sk` INT,
+ |`inv_date_sk` INT,
+ |`inv_item_sk` INT,
+ |`inv_warehouse_sk` INT,
|`inv_quantity_on_hand` INT
""".stripMargin,
"store" ->
"""
- |`s_store_sk` INT, `s_store_id` STRING, `s_rec_start_date` DATE,
- |`s_rec_end_date` DATE, `s_closed_date_sk` INT, `s_store_name` STRING,
- |`s_number_employees` INT, `s_floor_space` INT, `s_hours` STRING, `s_manager` STRING,
- |`s_market_id` INT, `s_geography_class` STRING, `s_market_desc` STRING,
- |`s_market_manager` STRING, `s_division_id` INT, `s_division_name` STRING,
- |`s_company_id` INT, `s_company_name` STRING, `s_street_number` STRING,
- |`s_street_name` STRING, `s_street_type` STRING, `s_suite_number` STRING, `s_city` STRING,
- |`s_county` STRING, `s_state` STRING, `s_zip` STRING, `s_country` STRING,
- |`s_gmt_offset` DECIMAL(5,2), `s_tax_percentage` DECIMAL(5,2)
+ |`s_store_sk` INT,
+ |`s_store_id` CHAR(16),
+ |`s_rec_start_date` DATE,
+ |`s_rec_end_date` DATE,
+ |`s_closed_date_sk` INT,
+ |`s_store_name` VARCHAR(50),
+ |`s_number_employees` INT,
+ |`s_floor_space` INT,
+ |`s_hours` CHAR(20),
+ |`s_manager` VARCHAR(40),
+ |`s_market_id` INT,
+ |`s_geography_class` VARCHAR(100),
+ |`s_market_desc` VARCHAR(100),
+ |`s_market_manager` VARCHAR(40),
+ |`s_division_id` INT,
+ |`s_division_name` VARCHAR(50),
+ |`s_company_id` INT,
+ |`s_company_name` VARCHAR(50),
+ |`s_street_number` VARCHAR(10),
+ |`s_street_name` VARCHAR(60),
+ |`s_street_type` CHAR(15),
+ |`s_suite_number` CHAR(10),
+ |`s_city` VARCHAR(60),
+ |`s_county` VARCHAR(30),
+ |`s_state` CHAR(2),
+ |`s_zip` CHAR(10),
+ |`s_country` VARCHAR(20),
+ |`s_gmt_offset` DECIMAL(5,2),
+ |`s_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"call_center" ->
"""
- |`cc_call_center_sk` INT, `cc_call_center_id` STRING, `cc_rec_start_date` DATE,
- |`cc_rec_end_date` DATE, `cc_closed_date_sk` INT, `cc_open_date_sk` INT, `cc_name` STRING,
- |`cc_class` STRING, `cc_employees` INT, `cc_sq_ft` INT, `cc_hours` STRING,
- |`cc_manager` STRING, `cc_mkt_id` INT, `cc_mkt_class` STRING, `cc_mkt_desc` STRING,
- |`cc_market_manager` STRING, `cc_division` INT, `cc_division_name` STRING,
- |`cc_company` INT, `cc_company_name` STRING, `cc_street_number` STRING,
- |`cc_street_name` STRING, `cc_street_type` STRING, `cc_suite_number` STRING,
- |`cc_city` STRING, `cc_county` STRING, `cc_state` STRING, `cc_zip` STRING,
- |`cc_country` STRING, `cc_gmt_offset` DECIMAL(5,2), `cc_tax_percentage` DECIMAL(5,2)
+ |`cc_call_center_sk` INT,
+ |`cc_call_center_id` CHAR(16),
+ |`cc_rec_start_date` DATE,
+ |`cc_rec_end_date` DATE,
+ |`cc_closed_date_sk` INT,
+ |`cc_open_date_sk` INT,
+ |`cc_name` VARCHAR(50),
+ |`cc_class` VARCHAR(50),
+ |`cc_employees` INT,
+ |`cc_sq_ft` INT,
+ |`cc_hours` CHAR(20),
+ |`cc_manager` VARCHAR(40),
+ |`cc_mkt_id` INT,
+ |`cc_mkt_class` CHAR(50),
+ |`cc_mkt_desc` VARCHAR(100),
+ |`cc_market_manager` VARCHAR(40),
+ |`cc_division` INT,
+ |`cc_division_name` VARCHAR(50),
+ |`cc_company` INT,
+ |`cc_company_name` CHAR(50),
+ |`cc_street_number` CHAR(10),
+ |`cc_street_name` VARCHAR(60),
+ |`cc_street_type` CHAR(15),
+ |`cc_suite_number` CHAR(10),
+ |`cc_city` VARCHAR(60),
+ |`cc_county` VARCHAR(30),
+ |`cc_state` CHAR(2),
+ |`cc_zip` CHAR(10),
+ |`cc_country` VARCHAR(20),
+ |`cc_gmt_offset` DECIMAL(5,2),
+ |`cc_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"catalog_page" ->
"""
- |`cp_catalog_page_sk` INT, `cp_catalog_page_id` STRING, `cp_start_date_sk` INT,
- |`cp_end_date_sk` INT, `cp_department` STRING, `cp_catalog_number` INT,
- |`cp_catalog_page_number` INT, `cp_description` STRING, `cp_type` STRING
+ |`cp_catalog_page_sk` INT,
+ |`cp_catalog_page_id` CHAR(16),
+ |`cp_start_date_sk` INT,
+ |`cp_end_date_sk` INT,
+ |`cp_department` VARCHAR(50),
+ |`cp_catalog_number` INT,
+ |`cp_catalog_page_number` INT,
+ |`cp_description` VARCHAR(100),
+ |`cp_type` VARCHAR(100)
""".stripMargin,
"web_site" ->
"""
- |`web_site_sk` INT, `web_site_id` STRING, `web_rec_start_date` DATE,
- |`web_rec_end_date` DATE, `web_name` STRING, `web_open_date_sk` INT,
- |`web_close_date_sk` INT, `web_class` STRING, `web_manager` STRING, `web_mkt_id` INT,
- |`web_mkt_class` STRING, `web_mkt_desc` STRING, `web_market_manager` STRING,
- |`web_company_id` INT, `web_company_name` STRING, `web_street_number` STRING,
- |`web_street_name` STRING, `web_street_type` STRING, `web_suite_number` STRING,
- |`web_city` STRING, `web_county` STRING, `web_state` STRING, `web_zip` STRING,
- |`web_country` STRING, `web_gmt_offset` DECIMAL(5,2), `web_tax_percentage` DECIMAL(5,2)
+ |`web_site_sk` INT,
+ |`web_site_id` CHAR(16),
+ |`web_rec_start_date` DATE,
+ |`web_rec_end_date` DATE,
+ |`web_name` VARCHAR(50),
+ |`web_open_date_sk` INT,
+ |`web_close_date_sk` INT,
+ |`web_class` VARCHAR(50),
+ |`web_manager` VARCHAR(40),
+ |`web_mkt_id` INT,
+ |`web_mkt_class` VARCHAR(50),
+ |`web_mkt_desc` VARCHAR(100),
+ |`web_market_manager` VARCHAR(40),
+ |`web_company_id` INT,
+ |`web_company_name` CHAR(50),
+ |`web_street_number` CHAR(10),
+ |`web_street_name` VARCHAR(60),
+ |`web_street_type` CHAR(15),
+ |`web_suite_number` CHAR(10),
+ |`web_city` VARCHAR(60),
+ |`web_county` VARCHAR(30),
+ |`web_state` CHAR(2),
+ |`web_zip` CHAR(10),
+ |`web_country` VARCHAR(20),
+ |`web_gmt_offset` DECIMAL(5,2),
+ |`web_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"web_page" ->
"""
- |`wp_web_page_sk` INT, `wp_web_page_id` STRING,
- |`wp_rec_start_date` DATE, `wp_rec_end_date` DATE, `wp_creation_date_sk` INT,
- |`wp_access_date_sk` INT, `wp_autogen_flag` STRING, `wp_customer_sk` INT,
- |`wp_url` STRING, `wp_type` STRING, `wp_char_count` INT, `wp_link_count` INT,
- |`wp_image_count` INT, `wp_max_ad_count` INT
+ |`wp_web_page_sk` INT,
+ |`wp_web_page_id` CHAR(16),
+ |`wp_rec_start_date` DATE,
+ |`wp_rec_end_date` DATE,
+ |`wp_creation_date_sk` INT,
+ |`wp_access_date_sk` INT,
+ |`wp_autogen_flag` CHAR(1),
+ |`wp_customer_sk` INT,
+ |`wp_url` VARCHAR(100),
+ |`wp_type` CHAR(50),
+ |`wp_char_count` INT,
+ |`wp_link_count` INT,
+ |`wp_image_count` INT,
+ |`wp_max_ad_count` INT
""".stripMargin,
"warehouse" ->
"""
- |`w_warehouse_sk` INT, `w_warehouse_id` STRING, `w_warehouse_name` STRING,
- |`w_warehouse_sq_ft` INT, `w_street_number` STRING, `w_street_name` STRING,
- |`w_street_type` STRING, `w_suite_number` STRING, `w_city` STRING, `w_county` STRING,
- |`w_state` STRING, `w_zip` STRING, `w_country` STRING, `w_gmt_offset` DECIMAL(5,2)
+ |`w_warehouse_sk` INT,
+ |`w_warehouse_id` CHAR(16),
+ |`w_warehouse_name` VARCHAR(20),
+ |`w_warehouse_sq_ft` INT,
+ |`w_street_number` CHAR(10),
+ |`w_street_name` VARCHAR(20),
+ |`w_street_type` CHAR(15),
+ |`w_suite_number` CHAR(10),
+ |`w_city` VARCHAR(60),
+ |`w_county` VARCHAR(30),
+ |`w_state` CHAR(2),
+ |`w_zip` CHAR(10),
+ |`w_country` VARCHAR(20),
+ |`w_gmt_offset` DECIMAL(5,2)
""".stripMargin,
"customer" ->
"""
- |`c_customer_sk` INT, `c_customer_id` STRING, `c_current_cdemo_sk` INT,
- |`c_current_hdemo_sk` INT, `c_current_addr_sk` INT, `c_first_shipto_date_sk` INT,
- |`c_first_sales_date_sk` INT, `c_salutation` STRING, `c_first_name` STRING,
- |`c_last_name` STRING, `c_preferred_cust_flag` STRING, `c_birth_day` INT,
- |`c_birth_month` INT, `c_birth_year` INT, `c_birth_country` STRING, `c_login` STRING,
- |`c_email_address` STRING, `c_last_review_date` INT
+ |`c_customer_sk` INT,
+ |`c_customer_id` CHAR(16),
+ |`c_current_cdemo_sk` INT,
+ |`c_current_hdemo_sk` INT,
+ |`c_current_addr_sk` INT,
+ |`c_first_shipto_date_sk` INT,
+ |`c_first_sales_date_sk` INT,
+ |`c_salutation` CHAR(10),
+ |`c_first_name` CHAR(20),
+ |`c_last_name` CHAR(30),
+ |`c_preferred_cust_flag` CHAR(1),
+ |`c_birth_day` INT,
+ |`c_birth_month` INT,
+ |`c_birth_year` INT,
+ |`c_birth_country` VARCHAR(20),
+ |`c_login` CHAR(13),
+ |`c_email_address` CHAR(50),
+ |`c_last_review_date` INT
""".stripMargin,
"customer_address" ->
"""
- |`ca_address_sk` INT, `ca_address_id` STRING, `ca_street_number` STRING,
- |`ca_street_name` STRING, `ca_street_type` STRING, `ca_suite_number` STRING,
- |`ca_city` STRING, `ca_county` STRING, `ca_state` STRING, `ca_zip` STRING,
- |`ca_country` STRING, `ca_gmt_offset` DECIMAL(5,2), `ca_location_type` STRING
+ |`ca_address_sk` INT,
+ |`ca_address_id` CHAR(16),
+ |`ca_street_number` CHAR(10),
+ |`ca_street_name` VARCHAR(60),
+ |`ca_street_type` CHAR(15),
+ |`ca_suite_number` CHAR(10),
+ |`ca_city` VARCHAR(60),
+ |`ca_county` VARCHAR(30),
+ |`ca_state` CHAR(2),
+ |`ca_zip` CHAR(10),
+ |`ca_country` VARCHAR(20),
+ |`ca_gmt_offset` DECIMAL(5,2),
+ |`ca_location_type` CHAR(20)
""".stripMargin,
"customer_demographics" ->
"""
- |`cd_demo_sk` INT, `cd_gender` STRING, `cd_marital_status` STRING,
- |`cd_education_status` STRING, `cd_purchase_estimate` INT, `cd_credit_rating` STRING,
- |`cd_dep_count` INT, `cd_dep_employed_count` INT, `cd_dep_college_count` INT
+ |`cd_demo_sk` INT,
+ |`cd_gender` CHAR(1),
+ |`cd_marital_status` CHAR(1),
+ |`cd_education_status` CHAR(20),
+ |`cd_purchase_estimate` INT,
+ |`cd_credit_rating` CHAR(10),
+ |`cd_dep_count` INT,
+ |`cd_dep_employed_count` INT,
+ |`cd_dep_college_count` INT
""".stripMargin,
"date_dim" ->
"""
- |`d_date_sk` INT, `d_date_id` STRING, `d_date` DATE,
- |`d_month_seq` INT, `d_week_seq` INT, `d_quarter_seq` INT, `d_year` INT, `d_dow` INT,
- |`d_moy` INT, `d_dom` INT, `d_qoy` INT, `d_fy_year` INT, `d_fy_quarter_seq` INT,
- |`d_fy_week_seq` INT, `d_day_name` STRING, `d_quarter_name` STRING, `d_holiday` STRING,
- |`d_weekend` STRING, `d_following_holiday` STRING, `d_first_dom` INT, `d_last_dom` INT,
- |`d_same_day_ly` INT, `d_same_day_lq` INT, `d_current_day` STRING,
- |`d_current_week` STRING, `d_current_month` STRING, `d_current_quarter` STRING,
- |`d_current_year` STRING
+ |`d_date_sk` INT,
+ |`d_date_id` CHAR(16),
+ |`d_date` DATE,
+ |`d_month_seq` INT,
+ |`d_week_seq` INT,
+ |`d_quarter_seq` INT,
+ |`d_year` INT,
+ |`d_dow` INT,
+ |`d_moy` INT,
+ |`d_dom` INT,
+ |`d_qoy` INT,
+ |`d_fy_year` INT,
+ |`d_fy_quarter_seq` INT,
+ |`d_fy_week_seq` INT,
+ |`d_day_name` CHAR(9),
+ |`d_quarter_name` CHAR(1),
Review comment:
Yea, sure, @dongjoon-hyun ~
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[GitHub] [spark] SparkQA commented on pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-754319648
**[Test build #133610 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/133610/testReport)** for PR 31012 at commit [`4affca9`](https://github.com/apache/spark/commit/4affca9252f4298fe96fa873ff10234ba0e79bc3).
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[GitHub] [spark] SparkQA commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-763894253
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[GitHub] [spark] SparkQA commented on pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-757945452
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[GitHub] [spark] cloud-fan commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
cloud-fan commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r560624505
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q10.sf100/simplified.txt
##########
@@ -1,81 +1,100 @@
TakeOrderedAndProject [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,cnt1,cnt2,cnt3,cnt4,cnt5,cnt6]
- WholeStageCodegen (14)
+ WholeStageCodegen (20)
HashAggregate [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,count] [count(1),cnt1,cnt2,cnt3,cnt4,cnt5,cnt6,count]
InputAdapter
Exchange [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] #1
- WholeStageCodegen (13)
+ WholeStageCodegen (19)
HashAggregate [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] [count,count]
Project [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]
- BroadcastHashJoin [c_current_cdemo_sk,cd_demo_sk]
+ SortMergeJoin [c_current_cdemo_sk,cd_demo_sk]
Review comment:
I guess so. The padding expression stops stats propagation in CBO and we need to fix that.
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[GitHub] [spark] srowen commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
srowen commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r564603020
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q27.sf100/explain.txt
##########
@@ -128,15 +128,15 @@ Input [9]: [ss_item_sk#1, ss_cdemo_sk#2, ss_store_sk#3, ss_quantity#4, ss_list_p
Output [4]: [cd_demo_sk#13, cd_gender#14, cd_marital_status#15, cd_education_status#16]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_demographics]
-PushedFilters: [IsNotNull(cd_gender), IsNotNull(cd_marital_status), IsNotNull(cd_education_status), EqualTo(cd_gender,F), EqualTo(cd_marital_status,D), EqualTo(cd_education_status,Primary), IsNotNull(cd_demo_sk)]
+PushedFilters: [IsNotNull(cd_gender), IsNotNull(cd_marital_status), IsNotNull(cd_education_status), EqualTo(cd_gender,F), EqualTo(cd_marital_status,D), EqualTo(cd_education_status,Primary ), IsNotNull(cd_demo_sk)]
Review comment:
No big deal at all, just wondering why this now has whitespace? is it because these are now fixed-length strings?
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[GitHub] [spark] yaooqinn commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r564988567
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q27.sf100/explain.txt
##########
@@ -128,15 +128,15 @@ Input [9]: [ss_item_sk#1, ss_cdemo_sk#2, ss_store_sk#3, ss_quantity#4, ss_list_p
Output [4]: [cd_demo_sk#13, cd_gender#14, cd_marital_status#15, cd_education_status#16]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_demographics]
-PushedFilters: [IsNotNull(cd_gender), IsNotNull(cd_marital_status), IsNotNull(cd_education_status), EqualTo(cd_gender,F), EqualTo(cd_marital_status,D), EqualTo(cd_education_status,Primary), IsNotNull(cd_demo_sk)]
+PushedFilters: [IsNotNull(cd_gender), IsNotNull(cd_marital_status), IsNotNull(cd_education_status), EqualTo(cd_gender,F), EqualTo(cd_marital_status,D), EqualTo(cd_education_status,Primary ), IsNotNull(cd_demo_sk)]
Review comment:
the `dsdgen` tool would produce fixed-length strings for char values in the original data, so we should pad accordingly to match correctlly
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[GitHub] [spark] SparkQA commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-763894253
**[Test build #134290 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/134290/testReport)** for PR 31012 at commit [`7502623`](https://github.com/apache/spark/commit/750262351920e1bdb82ef91a6b3c9624a8bbcba0).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] SparkQA commented on pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-754355404
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Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/spark/pull/31012#issuecomment-754397811
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[GitHub] [spark] SparkQA removed a comment on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA removed a comment on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-767579479
**[Test build #134506 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/134506/testReport)** for PR 31012 at commit [`1aa22f0`](https://github.com/apache/spark/commit/1aa22f055db370e77e506403666000e8e1e19f9c).
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[GitHub] [spark] yaooqinn commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r558798965
##########
File path: sql/catalyst/src/main/java/org/apache/spark/sql/catalyst/util/CharVarcharCodegenUtils.java
##########
@@ -0,0 +1,40 @@
+/*
+ * 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.catalyst.util;
Review comment:
thanks for reviewing.
And yes, it conflicts with that PR, because I want to verify those changes here and ensure that all tpdcs tests pass.
I will resolve the conflicts after that PR merged and then ping admins.
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[GitHub] [spark] yaooqinn commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r599449624
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/TPCDSBase.scala
##########
@@ -51,223 +51,499 @@ trait TPCDSBase extends SharedSparkSession {
private val tableColumns = Map(
"store_sales" ->
"""
- |`ss_sold_date_sk` INT, `ss_sold_time_sk` INT, `ss_item_sk` INT, `ss_customer_sk` INT,
- |`ss_cdemo_sk` INT, `ss_hdemo_sk` INT, `ss_addr_sk` INT, `ss_store_sk` INT,
- |`ss_promo_sk` INT, `ss_ticket_number` INT, `ss_quantity` INT,
- |`ss_wholesale_cost` DECIMAL(7,2), `ss_list_price` DECIMAL(7,2),
- |`ss_sales_price` DECIMAL(7,2), `ss_ext_discount_amt` DECIMAL(7,2),
- |`ss_ext_sales_price` DECIMAL(7,2), `ss_ext_wholesale_cost` DECIMAL(7,2),
- |`ss_ext_list_price` DECIMAL(7,2), `ss_ext_tax` DECIMAL(7,2),
- |`ss_coupon_amt` DECIMAL(7,2), `ss_net_paid` DECIMAL(7,2),
- |`ss_net_paid_inc_tax` DECIMAL(7,2), `ss_net_profit` DECIMAL(7,2)
+ |`ss_sold_date_sk` INT,
+ |`ss_sold_time_sk` INT,
+ |`ss_item_sk` INT,
+ |`ss_customer_sk` INT,
+ |`ss_cdemo_sk` INT,
+ |`ss_hdemo_sk` INT,
+ |`ss_addr_sk` INT,
+ |`ss_store_sk` INT,
+ |`ss_promo_sk` INT,
+ |`ss_ticket_number` INT,
+ |`ss_quantity` INT,
+ |`ss_wholesale_cost` DECIMAL(7,2),
+ |`ss_list_price` DECIMAL(7,2),
+ |`ss_sales_price` DECIMAL(7,2),
+ |`ss_ext_discount_amt` DECIMAL(7,2),
+ |`ss_ext_sales_price` DECIMAL(7,2),
+ |`ss_ext_wholesale_cost` DECIMAL(7,2),
+ |`ss_ext_list_price` DECIMAL(7,2),
+ |`ss_ext_tax` DECIMAL(7,2),
+ |`ss_coupon_amt` DECIMAL(7,2),
+ |`ss_net_paid` DECIMAL(7,2),
+ |`ss_net_paid_inc_tax` DECIMAL(7,2),
+ |`ss_net_profit` DECIMAL(7,2)
""".stripMargin,
"store_returns" ->
"""
- |`sr_returned_date_sk` BIGINT, `sr_return_time_sk` BIGINT, `sr_item_sk` BIGINT,
- |`sr_customer_sk` BIGINT, `sr_cdemo_sk` BIGINT, `sr_hdemo_sk` BIGINT, `sr_addr_sk` BIGINT,
- |`sr_store_sk` BIGINT, `sr_reason_sk` BIGINT, `sr_ticket_number` BIGINT,
- |`sr_return_quantity` INT, `sr_return_amt` DECIMAL(7,2), `sr_return_tax` DECIMAL(7,2),
- |`sr_return_amt_inc_tax` DECIMAL(7,2), `sr_fee` DECIMAL(7,2),
- |`sr_return_ship_cost` DECIMAL(7,2), `sr_refunded_cash` DECIMAL(7,2),
- |`sr_reversed_charge` DECIMAL(7,2), `sr_store_credit` DECIMAL(7,2),
+ |`sr_returned_date_sk` BIGINT,
+ |`sr_return_time_sk` BIGINT,
+ |`sr_item_sk` BIGINT,
+ |`sr_customer_sk` BIGINT,
+ |`sr_cdemo_sk` BIGINT,
+ |`sr_hdemo_sk` BIGINT,
+ |`sr_addr_sk` BIGINT,
+ |`sr_store_sk` BIGINT,
+ |`sr_reason_sk` BIGINT,
+ |`sr_ticket_number` BIGINT,
+ |`sr_return_quantity` INT,
+ |`sr_return_amt` DECIMAL(7,2),
+ |`sr_return_tax` DECIMAL(7,2),
+ |`sr_return_amt_inc_tax` DECIMAL(7,2),
+ |`sr_fee` DECIMAL(7,2),
+ |`sr_return_ship_cost` DECIMAL(7,2),
+ |`sr_refunded_cash` DECIMAL(7,2),
+ |`sr_reversed_charge` DECIMAL(7,2),
+ |`sr_store_credit` DECIMAL(7,2),
|`sr_net_loss` DECIMAL(7,2)
""".stripMargin,
"catalog_sales" ->
"""
- |`cs_sold_date_sk` INT, `cs_sold_time_sk` INT, `cs_ship_date_sk` INT,
- |`cs_bill_customer_sk` INT, `cs_bill_cdemo_sk` INT, `cs_bill_hdemo_sk` INT,
- |`cs_bill_addr_sk` INT, `cs_ship_customer_sk` INT, `cs_ship_cdemo_sk` INT,
- |`cs_ship_hdemo_sk` INT, `cs_ship_addr_sk` INT, `cs_call_center_sk` INT,
- |`cs_catalog_page_sk` INT, `cs_ship_mode_sk` INT, `cs_warehouse_sk` INT,
- |`cs_item_sk` INT, `cs_promo_sk` INT, `cs_order_number` INT, `cs_quantity` INT,
- |`cs_wholesale_cost` DECIMAL(7,2), `cs_list_price` DECIMAL(7,2),
- |`cs_sales_price` DECIMAL(7,2), `cs_ext_discount_amt` DECIMAL(7,2),
- |`cs_ext_sales_price` DECIMAL(7,2), `cs_ext_wholesale_cost` DECIMAL(7,2),
- |`cs_ext_list_price` DECIMAL(7,2), `cs_ext_tax` DECIMAL(7,2),
- |`cs_coupon_amt` DECIMAL(7,2), `cs_ext_ship_cost` DECIMAL(7,2),
- |`cs_net_paid` DECIMAL(7,2), `cs_net_paid_inc_tax` DECIMAL(7,2),
- |`cs_net_paid_inc_ship` DECIMAL(7,2), `cs_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`cs_sold_date_sk` INT,
+ |`cs_sold_time_sk` INT,
+ |`cs_ship_date_sk` INT,
+ |`cs_bill_customer_sk` INT,
+ |`cs_bill_cdemo_sk` INT,
+ |`cs_bill_hdemo_sk` INT,
+ |`cs_bill_addr_sk` INT,
+ |`cs_ship_customer_sk` INT,
+ |`cs_ship_cdemo_sk` INT,
+ |`cs_ship_hdemo_sk` INT,
+ |`cs_ship_addr_sk` INT,
+ |`cs_call_center_sk` INT,
+ |`cs_catalog_page_sk` INT,
+ |`cs_ship_mode_sk` INT,
+ |`cs_warehouse_sk` INT,
+ |`cs_item_sk` INT,
+ |`cs_promo_sk` INT,
+ |`cs_order_number` INT,
+ |`cs_quantity` INT,
+ |`cs_wholesale_cost` DECIMAL(7,2),
+ |`cs_list_price` DECIMAL(7,2),
+ |`cs_sales_price` DECIMAL(7,2),
+ |`cs_ext_discount_amt` DECIMAL(7,2),
+ |`cs_ext_sales_price` DECIMAL(7,2),
+ |`cs_ext_wholesale_cost` DECIMAL(7,2),
+ |`cs_ext_list_price` DECIMAL(7,2),
+ |`cs_ext_tax` DECIMAL(7,2),
+ |`cs_coupon_amt` DECIMAL(7,2),
+ |`cs_ext_ship_cost` DECIMAL(7,2),
+ |`cs_net_paid` DECIMAL(7,2),
+ |`cs_net_paid_inc_tax` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship_tax` DECIMAL(7,2),
|`cs_net_profit` DECIMAL(7,2)
""".stripMargin,
"catalog_returns" ->
"""
- |`cr_returned_date_sk` INT, `cr_returned_time_sk` INT, `cr_item_sk` INT,
- |`cr_refunded_customer_sk` INT, `cr_refunded_cdemo_sk` INT, `cr_refunded_hdemo_sk` INT,
- |`cr_refunded_addr_sk` INT, `cr_returning_customer_sk` INT, `cr_returning_cdemo_sk` INT,
- |`cr_returning_hdemo_sk` INT, `cr_returning_addr_sk` INT, `cr_call_center_sk` INT,
- |`cr_catalog_page_sk` INT, `cr_ship_mode_sk` INT, `cr_warehouse_sk` INT,
- |`cr_reason_sk` INT,`cr_order_number` INT, `cr_return_quantity` INT,
- |`cr_return_amount` DECIMAL(7,2), `cr_return_tax` DECIMAL(7,2),
- |`cr_return_amt_inc_tax` DECIMAL(7,2), `cr_fee` DECIMAL(7,2),
- |`cr_return_ship_cost` DECIMAL(7,2), `cr_refunded_cash` DECIMAL(7,2),
- |`cr_reversed_charge` DECIMAL(7,2), `cr_store_credit` DECIMAL(7,2),
+ |`cr_returned_date_sk` INT,
+ |`cr_returned_time_sk` INT,
+ |`cr_item_sk` INT,
+ |`cr_refunded_customer_sk` INT,
+ |`cr_refunded_cdemo_sk` INT,
+ |`cr_refunded_hdemo_sk` INT,
+ |`cr_refunded_addr_sk` INT,
+ |`cr_returning_customer_sk` INT,
+ |`cr_returning_cdemo_sk` INT,
+ |`cr_returning_hdemo_sk` INT,
+ |`cr_returning_addr_sk` INT,
+ |`cr_call_center_sk` INT,
+ |`cr_catalog_page_sk` INT,
+ |`cr_ship_mode_sk` INT,
+ |`cr_warehouse_sk` INT,
+ |`cr_reason_sk` INT,`cr_order_number` INT,
+ |`cr_return_quantity` INT,
+ |`cr_return_amount` DECIMAL(7,2),
+ |`cr_return_tax` DECIMAL(7,2),
+ |`cr_return_amt_inc_tax` DECIMAL(7,2),
+ |`cr_fee` DECIMAL(7,2),
+ |`cr_return_ship_cost` DECIMAL(7,2),
+ |`cr_refunded_cash` DECIMAL(7,2),
+ |`cr_reversed_charge` DECIMAL(7,2),
+ |`cr_store_credit` DECIMAL(7,2),
|`cr_net_loss` DECIMAL(7,2)
""".stripMargin,
"web_sales" ->
"""
- |`ws_sold_date_sk` INT, `ws_sold_time_sk` INT, `ws_ship_date_sk` INT, `ws_item_sk` INT,
- |`ws_bill_customer_sk` INT, `ws_bill_cdemo_sk` INT, `ws_bill_hdemo_sk` INT,
- |`ws_bill_addr_sk` INT, `ws_ship_customer_sk` INT, `ws_ship_cdemo_sk` INT,
- |`ws_ship_hdemo_sk` INT, `ws_ship_addr_sk` INT, `ws_web_page_sk` INT,
- |`ws_web_site_sk` INT, `ws_ship_mode_sk` INT, `ws_warehouse_sk` INT, `ws_promo_sk` INT,
- |`ws_order_number` INT, `ws_quantity` INT, `ws_wholesale_cost` DECIMAL(7,2),
- |`ws_list_price` DECIMAL(7,2), `ws_sales_price` DECIMAL(7,2),
- |`ws_ext_discount_amt` DECIMAL(7,2), `ws_ext_sales_price` DECIMAL(7,2),
- |`ws_ext_wholesale_cost` DECIMAL(7,2), `ws_ext_list_price` DECIMAL(7,2),
- |`ws_ext_tax` DECIMAL(7,2), `ws_coupon_amt` DECIMAL(7,2), `ws_ext_ship_cost` DECIMAL(7,2),
- |`ws_net_paid` DECIMAL(7,2), `ws_net_paid_inc_tax` DECIMAL(7,2),
- |`ws_net_paid_inc_ship` DECIMAL(7,2), `ws_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`ws_sold_date_sk` INT,
+ |`ws_sold_time_sk` INT,
+ |`ws_ship_date_sk` INT,
+ |`ws_item_sk` INT,
+ |`ws_bill_customer_sk` INT,
+ |`ws_bill_cdemo_sk` INT,
+ |`ws_bill_hdemo_sk` INT,
+ |`ws_bill_addr_sk` INT,
+ |`ws_ship_customer_sk` INT,
+ |`ws_ship_cdemo_sk` INT,
+ |`ws_ship_hdemo_sk` INT,
+ |`ws_ship_addr_sk` INT,
+ |`ws_web_page_sk` INT,
+ |`ws_web_site_sk` INT,
+ |`ws_ship_mode_sk` INT,
+ |`ws_warehouse_sk` INT,
+ |`ws_promo_sk` INT,
+ |`ws_order_number` INT,
+ |`ws_quantity` INT,
+ |`ws_wholesale_cost` DECIMAL(7,2),
+ |`ws_list_price` DECIMAL(7,2),
+ |`ws_sales_price` DECIMAL(7,2),
+ |`ws_ext_discount_amt` DECIMAL(7,2),
+ |`ws_ext_sales_price` DECIMAL(7,2),
+ |`ws_ext_wholesale_cost` DECIMAL(7,2),
+ |`ws_ext_list_price` DECIMAL(7,2),
+ |`ws_ext_tax` DECIMAL(7,2),
+ |`ws_coupon_amt` DECIMAL(7,2),
+ |`ws_ext_ship_cost` DECIMAL(7,2),
+ |`ws_net_paid` DECIMAL(7,2),
+ |`ws_net_paid_inc_tax` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship_tax` DECIMAL(7,2),
|`ws_net_profit` DECIMAL(7,2)
""".stripMargin,
"web_returns" ->
"""
- |`wr_returned_date_sk` BIGINT, `wr_returned_time_sk` BIGINT, `wr_item_sk` BIGINT,
- |`wr_refunded_customer_sk` BIGINT, `wr_refunded_cdemo_sk` BIGINT,
- |`wr_refunded_hdemo_sk` BIGINT, `wr_refunded_addr_sk` BIGINT,
- |`wr_returning_customer_sk` BIGINT, `wr_returning_cdemo_sk` BIGINT,
- |`wr_returning_hdemo_sk` BIGINT, `wr_returning_addr_sk` BIGINT, `wr_web_page_sk` BIGINT,
- |`wr_reason_sk` BIGINT, `wr_order_number` BIGINT, `wr_return_quantity` INT,
- |`wr_return_amt` DECIMAL(7,2), `wr_return_tax` DECIMAL(7,2),
- |`wr_return_amt_inc_tax` DECIMAL(7,2), `wr_fee` DECIMAL(7,2),
- |`wr_return_ship_cost` DECIMAL(7,2), `wr_refunded_cash` DECIMAL(7,2),
- |`wr_reversed_charge` DECIMAL(7,2), `wr_account_credit` DECIMAL(7,2),
+ |`wr_returned_date_sk` BIGINT,
+ |`wr_returned_time_sk` BIGINT,
+ |`wr_item_sk` BIGINT,
+ |`wr_refunded_customer_sk` BIGINT,
+ |`wr_refunded_cdemo_sk` BIGINT,
+ |`wr_refunded_hdemo_sk` BIGINT,
+ |`wr_refunded_addr_sk` BIGINT,
+ |`wr_returning_customer_sk` BIGINT,
+ |`wr_returning_cdemo_sk` BIGINT,
+ |`wr_returning_hdemo_sk` BIGINT,
+ |`wr_returning_addr_sk` BIGINT,
+ |`wr_web_page_sk` BIGINT,
+ |`wr_reason_sk` BIGINT,
+ |`wr_order_number` BIGINT,
+ |`wr_return_quantity` INT,
+ |`wr_return_amt` DECIMAL(7,2),
+ |`wr_return_tax` DECIMAL(7,2),
+ |`wr_return_amt_inc_tax` DECIMAL(7,2),
+ |`wr_fee` DECIMAL(7,2),
+ |`wr_return_ship_cost` DECIMAL(7,2),
+ |`wr_refunded_cash` DECIMAL(7,2),
+ |`wr_reversed_charge` DECIMAL(7,2),
+ |`wr_account_credit` DECIMAL(7,2),
|`wr_net_loss` DECIMAL(7,2)
""".stripMargin,
"inventory" ->
"""
- |`inv_date_sk` INT, `inv_item_sk` INT, `inv_warehouse_sk` INT,
+ |`inv_date_sk` INT,
+ |`inv_item_sk` INT,
+ |`inv_warehouse_sk` INT,
|`inv_quantity_on_hand` INT
""".stripMargin,
"store" ->
"""
- |`s_store_sk` INT, `s_store_id` STRING, `s_rec_start_date` DATE,
- |`s_rec_end_date` DATE, `s_closed_date_sk` INT, `s_store_name` STRING,
- |`s_number_employees` INT, `s_floor_space` INT, `s_hours` STRING, `s_manager` STRING,
- |`s_market_id` INT, `s_geography_class` STRING, `s_market_desc` STRING,
- |`s_market_manager` STRING, `s_division_id` INT, `s_division_name` STRING,
- |`s_company_id` INT, `s_company_name` STRING, `s_street_number` STRING,
- |`s_street_name` STRING, `s_street_type` STRING, `s_suite_number` STRING, `s_city` STRING,
- |`s_county` STRING, `s_state` STRING, `s_zip` STRING, `s_country` STRING,
- |`s_gmt_offset` DECIMAL(5,2), `s_tax_percentage` DECIMAL(5,2)
+ |`s_store_sk` INT,
+ |`s_store_id` CHAR(16),
+ |`s_rec_start_date` DATE,
+ |`s_rec_end_date` DATE,
+ |`s_closed_date_sk` INT,
+ |`s_store_name` VARCHAR(50),
+ |`s_number_employees` INT,
+ |`s_floor_space` INT,
+ |`s_hours` CHAR(20),
+ |`s_manager` VARCHAR(40),
+ |`s_market_id` INT,
+ |`s_geography_class` VARCHAR(100),
+ |`s_market_desc` VARCHAR(100),
+ |`s_market_manager` VARCHAR(40),
+ |`s_division_id` INT,
+ |`s_division_name` VARCHAR(50),
+ |`s_company_id` INT,
+ |`s_company_name` VARCHAR(50),
+ |`s_street_number` VARCHAR(10),
+ |`s_street_name` VARCHAR(60),
+ |`s_street_type` CHAR(15),
+ |`s_suite_number` CHAR(10),
+ |`s_city` VARCHAR(60),
+ |`s_county` VARCHAR(30),
+ |`s_state` CHAR(2),
+ |`s_zip` CHAR(10),
+ |`s_country` VARCHAR(20),
+ |`s_gmt_offset` DECIMAL(5,2),
+ |`s_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"call_center" ->
"""
- |`cc_call_center_sk` INT, `cc_call_center_id` STRING, `cc_rec_start_date` DATE,
- |`cc_rec_end_date` DATE, `cc_closed_date_sk` INT, `cc_open_date_sk` INT, `cc_name` STRING,
- |`cc_class` STRING, `cc_employees` INT, `cc_sq_ft` INT, `cc_hours` STRING,
- |`cc_manager` STRING, `cc_mkt_id` INT, `cc_mkt_class` STRING, `cc_mkt_desc` STRING,
- |`cc_market_manager` STRING, `cc_division` INT, `cc_division_name` STRING,
- |`cc_company` INT, `cc_company_name` STRING, `cc_street_number` STRING,
- |`cc_street_name` STRING, `cc_street_type` STRING, `cc_suite_number` STRING,
- |`cc_city` STRING, `cc_county` STRING, `cc_state` STRING, `cc_zip` STRING,
- |`cc_country` STRING, `cc_gmt_offset` DECIMAL(5,2), `cc_tax_percentage` DECIMAL(5,2)
+ |`cc_call_center_sk` INT,
+ |`cc_call_center_id` CHAR(16),
+ |`cc_rec_start_date` DATE,
+ |`cc_rec_end_date` DATE,
+ |`cc_closed_date_sk` INT,
+ |`cc_open_date_sk` INT,
+ |`cc_name` VARCHAR(50),
+ |`cc_class` VARCHAR(50),
+ |`cc_employees` INT,
+ |`cc_sq_ft` INT,
+ |`cc_hours` CHAR(20),
+ |`cc_manager` VARCHAR(40),
+ |`cc_mkt_id` INT,
+ |`cc_mkt_class` CHAR(50),
+ |`cc_mkt_desc` VARCHAR(100),
+ |`cc_market_manager` VARCHAR(40),
+ |`cc_division` INT,
+ |`cc_division_name` VARCHAR(50),
+ |`cc_company` INT,
+ |`cc_company_name` CHAR(50),
+ |`cc_street_number` CHAR(10),
+ |`cc_street_name` VARCHAR(60),
+ |`cc_street_type` CHAR(15),
+ |`cc_suite_number` CHAR(10),
+ |`cc_city` VARCHAR(60),
+ |`cc_county` VARCHAR(30),
+ |`cc_state` CHAR(2),
+ |`cc_zip` CHAR(10),
+ |`cc_country` VARCHAR(20),
+ |`cc_gmt_offset` DECIMAL(5,2),
+ |`cc_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"catalog_page" ->
"""
- |`cp_catalog_page_sk` INT, `cp_catalog_page_id` STRING, `cp_start_date_sk` INT,
- |`cp_end_date_sk` INT, `cp_department` STRING, `cp_catalog_number` INT,
- |`cp_catalog_page_number` INT, `cp_description` STRING, `cp_type` STRING
+ |`cp_catalog_page_sk` INT,
+ |`cp_catalog_page_id` CHAR(16),
+ |`cp_start_date_sk` INT,
+ |`cp_end_date_sk` INT,
+ |`cp_department` VARCHAR(50),
+ |`cp_catalog_number` INT,
+ |`cp_catalog_page_number` INT,
+ |`cp_description` VARCHAR(100),
+ |`cp_type` VARCHAR(100)
""".stripMargin,
"web_site" ->
"""
- |`web_site_sk` INT, `web_site_id` STRING, `web_rec_start_date` DATE,
- |`web_rec_end_date` DATE, `web_name` STRING, `web_open_date_sk` INT,
- |`web_close_date_sk` INT, `web_class` STRING, `web_manager` STRING, `web_mkt_id` INT,
- |`web_mkt_class` STRING, `web_mkt_desc` STRING, `web_market_manager` STRING,
- |`web_company_id` INT, `web_company_name` STRING, `web_street_number` STRING,
- |`web_street_name` STRING, `web_street_type` STRING, `web_suite_number` STRING,
- |`web_city` STRING, `web_county` STRING, `web_state` STRING, `web_zip` STRING,
- |`web_country` STRING, `web_gmt_offset` DECIMAL(5,2), `web_tax_percentage` DECIMAL(5,2)
+ |`web_site_sk` INT,
+ |`web_site_id` CHAR(16),
+ |`web_rec_start_date` DATE,
+ |`web_rec_end_date` DATE,
+ |`web_name` VARCHAR(50),
+ |`web_open_date_sk` INT,
+ |`web_close_date_sk` INT,
+ |`web_class` VARCHAR(50),
+ |`web_manager` VARCHAR(40),
+ |`web_mkt_id` INT,
+ |`web_mkt_class` VARCHAR(50),
+ |`web_mkt_desc` VARCHAR(100),
+ |`web_market_manager` VARCHAR(40),
+ |`web_company_id` INT,
+ |`web_company_name` CHAR(50),
+ |`web_street_number` CHAR(10),
+ |`web_street_name` VARCHAR(60),
+ |`web_street_type` CHAR(15),
+ |`web_suite_number` CHAR(10),
+ |`web_city` VARCHAR(60),
+ |`web_county` VARCHAR(30),
+ |`web_state` CHAR(2),
+ |`web_zip` CHAR(10),
+ |`web_country` VARCHAR(20),
+ |`web_gmt_offset` DECIMAL(5,2),
+ |`web_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"web_page" ->
"""
- |`wp_web_page_sk` INT, `wp_web_page_id` STRING,
- |`wp_rec_start_date` DATE, `wp_rec_end_date` DATE, `wp_creation_date_sk` INT,
- |`wp_access_date_sk` INT, `wp_autogen_flag` STRING, `wp_customer_sk` INT,
- |`wp_url` STRING, `wp_type` STRING, `wp_char_count` INT, `wp_link_count` INT,
- |`wp_image_count` INT, `wp_max_ad_count` INT
+ |`wp_web_page_sk` INT,
+ |`wp_web_page_id` CHAR(16),
+ |`wp_rec_start_date` DATE,
+ |`wp_rec_end_date` DATE,
+ |`wp_creation_date_sk` INT,
+ |`wp_access_date_sk` INT,
+ |`wp_autogen_flag` CHAR(1),
+ |`wp_customer_sk` INT,
+ |`wp_url` VARCHAR(100),
+ |`wp_type` CHAR(50),
+ |`wp_char_count` INT,
+ |`wp_link_count` INT,
+ |`wp_image_count` INT,
+ |`wp_max_ad_count` INT
""".stripMargin,
"warehouse" ->
"""
- |`w_warehouse_sk` INT, `w_warehouse_id` STRING, `w_warehouse_name` STRING,
- |`w_warehouse_sq_ft` INT, `w_street_number` STRING, `w_street_name` STRING,
- |`w_street_type` STRING, `w_suite_number` STRING, `w_city` STRING, `w_county` STRING,
- |`w_state` STRING, `w_zip` STRING, `w_country` STRING, `w_gmt_offset` DECIMAL(5,2)
+ |`w_warehouse_sk` INT,
+ |`w_warehouse_id` CHAR(16),
+ |`w_warehouse_name` VARCHAR(20),
+ |`w_warehouse_sq_ft` INT,
+ |`w_street_number` CHAR(10),
+ |`w_street_name` VARCHAR(20),
+ |`w_street_type` CHAR(15),
+ |`w_suite_number` CHAR(10),
+ |`w_city` VARCHAR(60),
+ |`w_county` VARCHAR(30),
+ |`w_state` CHAR(2),
+ |`w_zip` CHAR(10),
+ |`w_country` VARCHAR(20),
+ |`w_gmt_offset` DECIMAL(5,2)
""".stripMargin,
"customer" ->
"""
- |`c_customer_sk` INT, `c_customer_id` STRING, `c_current_cdemo_sk` INT,
- |`c_current_hdemo_sk` INT, `c_current_addr_sk` INT, `c_first_shipto_date_sk` INT,
- |`c_first_sales_date_sk` INT, `c_salutation` STRING, `c_first_name` STRING,
- |`c_last_name` STRING, `c_preferred_cust_flag` STRING, `c_birth_day` INT,
- |`c_birth_month` INT, `c_birth_year` INT, `c_birth_country` STRING, `c_login` STRING,
- |`c_email_address` STRING, `c_last_review_date` INT
+ |`c_customer_sk` INT,
+ |`c_customer_id` CHAR(16),
+ |`c_current_cdemo_sk` INT,
+ |`c_current_hdemo_sk` INT,
+ |`c_current_addr_sk` INT,
+ |`c_first_shipto_date_sk` INT,
+ |`c_first_sales_date_sk` INT,
+ |`c_salutation` CHAR(10),
+ |`c_first_name` CHAR(20),
+ |`c_last_name` CHAR(30),
+ |`c_preferred_cust_flag` CHAR(1),
+ |`c_birth_day` INT,
+ |`c_birth_month` INT,
+ |`c_birth_year` INT,
+ |`c_birth_country` VARCHAR(20),
+ |`c_login` CHAR(13),
+ |`c_email_address` CHAR(50),
+ |`c_last_review_date` INT
""".stripMargin,
"customer_address" ->
"""
- |`ca_address_sk` INT, `ca_address_id` STRING, `ca_street_number` STRING,
- |`ca_street_name` STRING, `ca_street_type` STRING, `ca_suite_number` STRING,
- |`ca_city` STRING, `ca_county` STRING, `ca_state` STRING, `ca_zip` STRING,
- |`ca_country` STRING, `ca_gmt_offset` DECIMAL(5,2), `ca_location_type` STRING
+ |`ca_address_sk` INT,
+ |`ca_address_id` CHAR(16),
+ |`ca_street_number` CHAR(10),
+ |`ca_street_name` VARCHAR(60),
+ |`ca_street_type` CHAR(15),
+ |`ca_suite_number` CHAR(10),
+ |`ca_city` VARCHAR(60),
+ |`ca_county` VARCHAR(30),
+ |`ca_state` CHAR(2),
+ |`ca_zip` CHAR(10),
+ |`ca_country` VARCHAR(20),
+ |`ca_gmt_offset` DECIMAL(5,2),
+ |`ca_location_type` CHAR(20)
""".stripMargin,
"customer_demographics" ->
"""
- |`cd_demo_sk` INT, `cd_gender` STRING, `cd_marital_status` STRING,
- |`cd_education_status` STRING, `cd_purchase_estimate` INT, `cd_credit_rating` STRING,
- |`cd_dep_count` INT, `cd_dep_employed_count` INT, `cd_dep_college_count` INT
+ |`cd_demo_sk` INT,
+ |`cd_gender` CHAR(1),
+ |`cd_marital_status` CHAR(1),
+ |`cd_education_status` CHAR(20),
+ |`cd_purchase_estimate` INT,
+ |`cd_credit_rating` CHAR(10),
+ |`cd_dep_count` INT,
+ |`cd_dep_employed_count` INT,
+ |`cd_dep_college_count` INT
""".stripMargin,
"date_dim" ->
"""
- |`d_date_sk` INT, `d_date_id` STRING, `d_date` DATE,
- |`d_month_seq` INT, `d_week_seq` INT, `d_quarter_seq` INT, `d_year` INT, `d_dow` INT,
- |`d_moy` INT, `d_dom` INT, `d_qoy` INT, `d_fy_year` INT, `d_fy_quarter_seq` INT,
- |`d_fy_week_seq` INT, `d_day_name` STRING, `d_quarter_name` STRING, `d_holiday` STRING,
- |`d_weekend` STRING, `d_following_holiday` STRING, `d_first_dom` INT, `d_last_dom` INT,
- |`d_same_day_ly` INT, `d_same_day_lq` INT, `d_current_day` STRING,
- |`d_current_week` STRING, `d_current_month` STRING, `d_current_quarter` STRING,
- |`d_current_year` STRING
+ |`d_date_sk` INT,
+ |`d_date_id` CHAR(16),
+ |`d_date` DATE,
+ |`d_month_seq` INT,
+ |`d_week_seq` INT,
+ |`d_quarter_seq` INT,
+ |`d_year` INT,
+ |`d_dow` INT,
+ |`d_moy` INT,
+ |`d_dom` INT,
+ |`d_qoy` INT,
+ |`d_fy_year` INT,
+ |`d_fy_quarter_seq` INT,
+ |`d_fy_week_seq` INT,
+ |`d_day_name` CHAR(9),
+ |`d_quarter_name` CHAR(1),
Review comment:
nice catch!
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[GitHub] [spark] SparkQA commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-767466479
**[Test build #134486 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/134486/testReport)** for PR 31012 at commit [`77d2397`](https://github.com/apache/spark/commit/77d23973207b24679b4891e1f2b423e57757f34b).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] cloud-fan commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
cloud-fan commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-768169164
it has conflicts with 3.1, @yaooqinn can you create a backport PR?
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[GitHub] [spark] SparkQA commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-758556705
Kubernetes integration test starting
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[GitHub] [spark] SparkQA commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-767334644
**[Test build #134486 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/134486/testReport)** for PR 31012 at commit [`77d2397`](https://github.com/apache/spark/commit/77d23973207b24679b4891e1f2b423e57757f34b).
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[GitHub] [spark] cloud-fan commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
cloud-fan commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r564588100
##########
File path: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
##########
@@ -418,7 +418,7 @@ object RemoveRedundantAliases extends Rule[LogicalPlan] {
// If the alias name is different from attribute name, we can't strip it either, or we
// may accidentally change the output schema name of the root plan.
case a @ Alias(attr: Attribute, name)
- if a.metadata == Metadata.empty &&
+ if (a.metadata == Metadata.empty || a.metadata == attr.metadata) &&
Review comment:
This is the only non-testing change in this PR, but it's very minor and obvious.
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[GitHub] [spark] maropu commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
maropu commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r599447123
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/TPCDSBase.scala
##########
@@ -51,223 +51,499 @@ trait TPCDSBase extends SharedSparkSession {
private val tableColumns = Map(
"store_sales" ->
"""
- |`ss_sold_date_sk` INT, `ss_sold_time_sk` INT, `ss_item_sk` INT, `ss_customer_sk` INT,
- |`ss_cdemo_sk` INT, `ss_hdemo_sk` INT, `ss_addr_sk` INT, `ss_store_sk` INT,
- |`ss_promo_sk` INT, `ss_ticket_number` INT, `ss_quantity` INT,
- |`ss_wholesale_cost` DECIMAL(7,2), `ss_list_price` DECIMAL(7,2),
- |`ss_sales_price` DECIMAL(7,2), `ss_ext_discount_amt` DECIMAL(7,2),
- |`ss_ext_sales_price` DECIMAL(7,2), `ss_ext_wholesale_cost` DECIMAL(7,2),
- |`ss_ext_list_price` DECIMAL(7,2), `ss_ext_tax` DECIMAL(7,2),
- |`ss_coupon_amt` DECIMAL(7,2), `ss_net_paid` DECIMAL(7,2),
- |`ss_net_paid_inc_tax` DECIMAL(7,2), `ss_net_profit` DECIMAL(7,2)
+ |`ss_sold_date_sk` INT,
+ |`ss_sold_time_sk` INT,
+ |`ss_item_sk` INT,
+ |`ss_customer_sk` INT,
+ |`ss_cdemo_sk` INT,
+ |`ss_hdemo_sk` INT,
+ |`ss_addr_sk` INT,
+ |`ss_store_sk` INT,
+ |`ss_promo_sk` INT,
+ |`ss_ticket_number` INT,
+ |`ss_quantity` INT,
+ |`ss_wholesale_cost` DECIMAL(7,2),
+ |`ss_list_price` DECIMAL(7,2),
+ |`ss_sales_price` DECIMAL(7,2),
+ |`ss_ext_discount_amt` DECIMAL(7,2),
+ |`ss_ext_sales_price` DECIMAL(7,2),
+ |`ss_ext_wholesale_cost` DECIMAL(7,2),
+ |`ss_ext_list_price` DECIMAL(7,2),
+ |`ss_ext_tax` DECIMAL(7,2),
+ |`ss_coupon_amt` DECIMAL(7,2),
+ |`ss_net_paid` DECIMAL(7,2),
+ |`ss_net_paid_inc_tax` DECIMAL(7,2),
+ |`ss_net_profit` DECIMAL(7,2)
""".stripMargin,
"store_returns" ->
"""
- |`sr_returned_date_sk` BIGINT, `sr_return_time_sk` BIGINT, `sr_item_sk` BIGINT,
- |`sr_customer_sk` BIGINT, `sr_cdemo_sk` BIGINT, `sr_hdemo_sk` BIGINT, `sr_addr_sk` BIGINT,
- |`sr_store_sk` BIGINT, `sr_reason_sk` BIGINT, `sr_ticket_number` BIGINT,
- |`sr_return_quantity` INT, `sr_return_amt` DECIMAL(7,2), `sr_return_tax` DECIMAL(7,2),
- |`sr_return_amt_inc_tax` DECIMAL(7,2), `sr_fee` DECIMAL(7,2),
- |`sr_return_ship_cost` DECIMAL(7,2), `sr_refunded_cash` DECIMAL(7,2),
- |`sr_reversed_charge` DECIMAL(7,2), `sr_store_credit` DECIMAL(7,2),
+ |`sr_returned_date_sk` BIGINT,
+ |`sr_return_time_sk` BIGINT,
+ |`sr_item_sk` BIGINT,
+ |`sr_customer_sk` BIGINT,
+ |`sr_cdemo_sk` BIGINT,
+ |`sr_hdemo_sk` BIGINT,
+ |`sr_addr_sk` BIGINT,
+ |`sr_store_sk` BIGINT,
+ |`sr_reason_sk` BIGINT,
+ |`sr_ticket_number` BIGINT,
+ |`sr_return_quantity` INT,
+ |`sr_return_amt` DECIMAL(7,2),
+ |`sr_return_tax` DECIMAL(7,2),
+ |`sr_return_amt_inc_tax` DECIMAL(7,2),
+ |`sr_fee` DECIMAL(7,2),
+ |`sr_return_ship_cost` DECIMAL(7,2),
+ |`sr_refunded_cash` DECIMAL(7,2),
+ |`sr_reversed_charge` DECIMAL(7,2),
+ |`sr_store_credit` DECIMAL(7,2),
|`sr_net_loss` DECIMAL(7,2)
""".stripMargin,
"catalog_sales" ->
"""
- |`cs_sold_date_sk` INT, `cs_sold_time_sk` INT, `cs_ship_date_sk` INT,
- |`cs_bill_customer_sk` INT, `cs_bill_cdemo_sk` INT, `cs_bill_hdemo_sk` INT,
- |`cs_bill_addr_sk` INT, `cs_ship_customer_sk` INT, `cs_ship_cdemo_sk` INT,
- |`cs_ship_hdemo_sk` INT, `cs_ship_addr_sk` INT, `cs_call_center_sk` INT,
- |`cs_catalog_page_sk` INT, `cs_ship_mode_sk` INT, `cs_warehouse_sk` INT,
- |`cs_item_sk` INT, `cs_promo_sk` INT, `cs_order_number` INT, `cs_quantity` INT,
- |`cs_wholesale_cost` DECIMAL(7,2), `cs_list_price` DECIMAL(7,2),
- |`cs_sales_price` DECIMAL(7,2), `cs_ext_discount_amt` DECIMAL(7,2),
- |`cs_ext_sales_price` DECIMAL(7,2), `cs_ext_wholesale_cost` DECIMAL(7,2),
- |`cs_ext_list_price` DECIMAL(7,2), `cs_ext_tax` DECIMAL(7,2),
- |`cs_coupon_amt` DECIMAL(7,2), `cs_ext_ship_cost` DECIMAL(7,2),
- |`cs_net_paid` DECIMAL(7,2), `cs_net_paid_inc_tax` DECIMAL(7,2),
- |`cs_net_paid_inc_ship` DECIMAL(7,2), `cs_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`cs_sold_date_sk` INT,
+ |`cs_sold_time_sk` INT,
+ |`cs_ship_date_sk` INT,
+ |`cs_bill_customer_sk` INT,
+ |`cs_bill_cdemo_sk` INT,
+ |`cs_bill_hdemo_sk` INT,
+ |`cs_bill_addr_sk` INT,
+ |`cs_ship_customer_sk` INT,
+ |`cs_ship_cdemo_sk` INT,
+ |`cs_ship_hdemo_sk` INT,
+ |`cs_ship_addr_sk` INT,
+ |`cs_call_center_sk` INT,
+ |`cs_catalog_page_sk` INT,
+ |`cs_ship_mode_sk` INT,
+ |`cs_warehouse_sk` INT,
+ |`cs_item_sk` INT,
+ |`cs_promo_sk` INT,
+ |`cs_order_number` INT,
+ |`cs_quantity` INT,
+ |`cs_wholesale_cost` DECIMAL(7,2),
+ |`cs_list_price` DECIMAL(7,2),
+ |`cs_sales_price` DECIMAL(7,2),
+ |`cs_ext_discount_amt` DECIMAL(7,2),
+ |`cs_ext_sales_price` DECIMAL(7,2),
+ |`cs_ext_wholesale_cost` DECIMAL(7,2),
+ |`cs_ext_list_price` DECIMAL(7,2),
+ |`cs_ext_tax` DECIMAL(7,2),
+ |`cs_coupon_amt` DECIMAL(7,2),
+ |`cs_ext_ship_cost` DECIMAL(7,2),
+ |`cs_net_paid` DECIMAL(7,2),
+ |`cs_net_paid_inc_tax` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship_tax` DECIMAL(7,2),
|`cs_net_profit` DECIMAL(7,2)
""".stripMargin,
"catalog_returns" ->
"""
- |`cr_returned_date_sk` INT, `cr_returned_time_sk` INT, `cr_item_sk` INT,
- |`cr_refunded_customer_sk` INT, `cr_refunded_cdemo_sk` INT, `cr_refunded_hdemo_sk` INT,
- |`cr_refunded_addr_sk` INT, `cr_returning_customer_sk` INT, `cr_returning_cdemo_sk` INT,
- |`cr_returning_hdemo_sk` INT, `cr_returning_addr_sk` INT, `cr_call_center_sk` INT,
- |`cr_catalog_page_sk` INT, `cr_ship_mode_sk` INT, `cr_warehouse_sk` INT,
- |`cr_reason_sk` INT,`cr_order_number` INT, `cr_return_quantity` INT,
- |`cr_return_amount` DECIMAL(7,2), `cr_return_tax` DECIMAL(7,2),
- |`cr_return_amt_inc_tax` DECIMAL(7,2), `cr_fee` DECIMAL(7,2),
- |`cr_return_ship_cost` DECIMAL(7,2), `cr_refunded_cash` DECIMAL(7,2),
- |`cr_reversed_charge` DECIMAL(7,2), `cr_store_credit` DECIMAL(7,2),
+ |`cr_returned_date_sk` INT,
+ |`cr_returned_time_sk` INT,
+ |`cr_item_sk` INT,
+ |`cr_refunded_customer_sk` INT,
+ |`cr_refunded_cdemo_sk` INT,
+ |`cr_refunded_hdemo_sk` INT,
+ |`cr_refunded_addr_sk` INT,
+ |`cr_returning_customer_sk` INT,
+ |`cr_returning_cdemo_sk` INT,
+ |`cr_returning_hdemo_sk` INT,
+ |`cr_returning_addr_sk` INT,
+ |`cr_call_center_sk` INT,
+ |`cr_catalog_page_sk` INT,
+ |`cr_ship_mode_sk` INT,
+ |`cr_warehouse_sk` INT,
+ |`cr_reason_sk` INT,`cr_order_number` INT,
+ |`cr_return_quantity` INT,
+ |`cr_return_amount` DECIMAL(7,2),
+ |`cr_return_tax` DECIMAL(7,2),
+ |`cr_return_amt_inc_tax` DECIMAL(7,2),
+ |`cr_fee` DECIMAL(7,2),
+ |`cr_return_ship_cost` DECIMAL(7,2),
+ |`cr_refunded_cash` DECIMAL(7,2),
+ |`cr_reversed_charge` DECIMAL(7,2),
+ |`cr_store_credit` DECIMAL(7,2),
|`cr_net_loss` DECIMAL(7,2)
""".stripMargin,
"web_sales" ->
"""
- |`ws_sold_date_sk` INT, `ws_sold_time_sk` INT, `ws_ship_date_sk` INT, `ws_item_sk` INT,
- |`ws_bill_customer_sk` INT, `ws_bill_cdemo_sk` INT, `ws_bill_hdemo_sk` INT,
- |`ws_bill_addr_sk` INT, `ws_ship_customer_sk` INT, `ws_ship_cdemo_sk` INT,
- |`ws_ship_hdemo_sk` INT, `ws_ship_addr_sk` INT, `ws_web_page_sk` INT,
- |`ws_web_site_sk` INT, `ws_ship_mode_sk` INT, `ws_warehouse_sk` INT, `ws_promo_sk` INT,
- |`ws_order_number` INT, `ws_quantity` INT, `ws_wholesale_cost` DECIMAL(7,2),
- |`ws_list_price` DECIMAL(7,2), `ws_sales_price` DECIMAL(7,2),
- |`ws_ext_discount_amt` DECIMAL(7,2), `ws_ext_sales_price` DECIMAL(7,2),
- |`ws_ext_wholesale_cost` DECIMAL(7,2), `ws_ext_list_price` DECIMAL(7,2),
- |`ws_ext_tax` DECIMAL(7,2), `ws_coupon_amt` DECIMAL(7,2), `ws_ext_ship_cost` DECIMAL(7,2),
- |`ws_net_paid` DECIMAL(7,2), `ws_net_paid_inc_tax` DECIMAL(7,2),
- |`ws_net_paid_inc_ship` DECIMAL(7,2), `ws_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`ws_sold_date_sk` INT,
+ |`ws_sold_time_sk` INT,
+ |`ws_ship_date_sk` INT,
+ |`ws_item_sk` INT,
+ |`ws_bill_customer_sk` INT,
+ |`ws_bill_cdemo_sk` INT,
+ |`ws_bill_hdemo_sk` INT,
+ |`ws_bill_addr_sk` INT,
+ |`ws_ship_customer_sk` INT,
+ |`ws_ship_cdemo_sk` INT,
+ |`ws_ship_hdemo_sk` INT,
+ |`ws_ship_addr_sk` INT,
+ |`ws_web_page_sk` INT,
+ |`ws_web_site_sk` INT,
+ |`ws_ship_mode_sk` INT,
+ |`ws_warehouse_sk` INT,
+ |`ws_promo_sk` INT,
+ |`ws_order_number` INT,
+ |`ws_quantity` INT,
+ |`ws_wholesale_cost` DECIMAL(7,2),
+ |`ws_list_price` DECIMAL(7,2),
+ |`ws_sales_price` DECIMAL(7,2),
+ |`ws_ext_discount_amt` DECIMAL(7,2),
+ |`ws_ext_sales_price` DECIMAL(7,2),
+ |`ws_ext_wholesale_cost` DECIMAL(7,2),
+ |`ws_ext_list_price` DECIMAL(7,2),
+ |`ws_ext_tax` DECIMAL(7,2),
+ |`ws_coupon_amt` DECIMAL(7,2),
+ |`ws_ext_ship_cost` DECIMAL(7,2),
+ |`ws_net_paid` DECIMAL(7,2),
+ |`ws_net_paid_inc_tax` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship_tax` DECIMAL(7,2),
|`ws_net_profit` DECIMAL(7,2)
""".stripMargin,
"web_returns" ->
"""
- |`wr_returned_date_sk` BIGINT, `wr_returned_time_sk` BIGINT, `wr_item_sk` BIGINT,
- |`wr_refunded_customer_sk` BIGINT, `wr_refunded_cdemo_sk` BIGINT,
- |`wr_refunded_hdemo_sk` BIGINT, `wr_refunded_addr_sk` BIGINT,
- |`wr_returning_customer_sk` BIGINT, `wr_returning_cdemo_sk` BIGINT,
- |`wr_returning_hdemo_sk` BIGINT, `wr_returning_addr_sk` BIGINT, `wr_web_page_sk` BIGINT,
- |`wr_reason_sk` BIGINT, `wr_order_number` BIGINT, `wr_return_quantity` INT,
- |`wr_return_amt` DECIMAL(7,2), `wr_return_tax` DECIMAL(7,2),
- |`wr_return_amt_inc_tax` DECIMAL(7,2), `wr_fee` DECIMAL(7,2),
- |`wr_return_ship_cost` DECIMAL(7,2), `wr_refunded_cash` DECIMAL(7,2),
- |`wr_reversed_charge` DECIMAL(7,2), `wr_account_credit` DECIMAL(7,2),
+ |`wr_returned_date_sk` BIGINT,
+ |`wr_returned_time_sk` BIGINT,
+ |`wr_item_sk` BIGINT,
+ |`wr_refunded_customer_sk` BIGINT,
+ |`wr_refunded_cdemo_sk` BIGINT,
+ |`wr_refunded_hdemo_sk` BIGINT,
+ |`wr_refunded_addr_sk` BIGINT,
+ |`wr_returning_customer_sk` BIGINT,
+ |`wr_returning_cdemo_sk` BIGINT,
+ |`wr_returning_hdemo_sk` BIGINT,
+ |`wr_returning_addr_sk` BIGINT,
+ |`wr_web_page_sk` BIGINT,
+ |`wr_reason_sk` BIGINT,
+ |`wr_order_number` BIGINT,
+ |`wr_return_quantity` INT,
+ |`wr_return_amt` DECIMAL(7,2),
+ |`wr_return_tax` DECIMAL(7,2),
+ |`wr_return_amt_inc_tax` DECIMAL(7,2),
+ |`wr_fee` DECIMAL(7,2),
+ |`wr_return_ship_cost` DECIMAL(7,2),
+ |`wr_refunded_cash` DECIMAL(7,2),
+ |`wr_reversed_charge` DECIMAL(7,2),
+ |`wr_account_credit` DECIMAL(7,2),
|`wr_net_loss` DECIMAL(7,2)
""".stripMargin,
"inventory" ->
"""
- |`inv_date_sk` INT, `inv_item_sk` INT, `inv_warehouse_sk` INT,
+ |`inv_date_sk` INT,
+ |`inv_item_sk` INT,
+ |`inv_warehouse_sk` INT,
|`inv_quantity_on_hand` INT
""".stripMargin,
"store" ->
"""
- |`s_store_sk` INT, `s_store_id` STRING, `s_rec_start_date` DATE,
- |`s_rec_end_date` DATE, `s_closed_date_sk` INT, `s_store_name` STRING,
- |`s_number_employees` INT, `s_floor_space` INT, `s_hours` STRING, `s_manager` STRING,
- |`s_market_id` INT, `s_geography_class` STRING, `s_market_desc` STRING,
- |`s_market_manager` STRING, `s_division_id` INT, `s_division_name` STRING,
- |`s_company_id` INT, `s_company_name` STRING, `s_street_number` STRING,
- |`s_street_name` STRING, `s_street_type` STRING, `s_suite_number` STRING, `s_city` STRING,
- |`s_county` STRING, `s_state` STRING, `s_zip` STRING, `s_country` STRING,
- |`s_gmt_offset` DECIMAL(5,2), `s_tax_percentage` DECIMAL(5,2)
+ |`s_store_sk` INT,
+ |`s_store_id` CHAR(16),
+ |`s_rec_start_date` DATE,
+ |`s_rec_end_date` DATE,
+ |`s_closed_date_sk` INT,
+ |`s_store_name` VARCHAR(50),
+ |`s_number_employees` INT,
+ |`s_floor_space` INT,
+ |`s_hours` CHAR(20),
+ |`s_manager` VARCHAR(40),
+ |`s_market_id` INT,
+ |`s_geography_class` VARCHAR(100),
+ |`s_market_desc` VARCHAR(100),
+ |`s_market_manager` VARCHAR(40),
+ |`s_division_id` INT,
+ |`s_division_name` VARCHAR(50),
+ |`s_company_id` INT,
+ |`s_company_name` VARCHAR(50),
+ |`s_street_number` VARCHAR(10),
+ |`s_street_name` VARCHAR(60),
+ |`s_street_type` CHAR(15),
+ |`s_suite_number` CHAR(10),
+ |`s_city` VARCHAR(60),
+ |`s_county` VARCHAR(30),
+ |`s_state` CHAR(2),
+ |`s_zip` CHAR(10),
+ |`s_country` VARCHAR(20),
+ |`s_gmt_offset` DECIMAL(5,2),
+ |`s_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"call_center" ->
"""
- |`cc_call_center_sk` INT, `cc_call_center_id` STRING, `cc_rec_start_date` DATE,
- |`cc_rec_end_date` DATE, `cc_closed_date_sk` INT, `cc_open_date_sk` INT, `cc_name` STRING,
- |`cc_class` STRING, `cc_employees` INT, `cc_sq_ft` INT, `cc_hours` STRING,
- |`cc_manager` STRING, `cc_mkt_id` INT, `cc_mkt_class` STRING, `cc_mkt_desc` STRING,
- |`cc_market_manager` STRING, `cc_division` INT, `cc_division_name` STRING,
- |`cc_company` INT, `cc_company_name` STRING, `cc_street_number` STRING,
- |`cc_street_name` STRING, `cc_street_type` STRING, `cc_suite_number` STRING,
- |`cc_city` STRING, `cc_county` STRING, `cc_state` STRING, `cc_zip` STRING,
- |`cc_country` STRING, `cc_gmt_offset` DECIMAL(5,2), `cc_tax_percentage` DECIMAL(5,2)
+ |`cc_call_center_sk` INT,
+ |`cc_call_center_id` CHAR(16),
+ |`cc_rec_start_date` DATE,
+ |`cc_rec_end_date` DATE,
+ |`cc_closed_date_sk` INT,
+ |`cc_open_date_sk` INT,
+ |`cc_name` VARCHAR(50),
+ |`cc_class` VARCHAR(50),
+ |`cc_employees` INT,
+ |`cc_sq_ft` INT,
+ |`cc_hours` CHAR(20),
+ |`cc_manager` VARCHAR(40),
+ |`cc_mkt_id` INT,
+ |`cc_mkt_class` CHAR(50),
+ |`cc_mkt_desc` VARCHAR(100),
+ |`cc_market_manager` VARCHAR(40),
+ |`cc_division` INT,
+ |`cc_division_name` VARCHAR(50),
+ |`cc_company` INT,
+ |`cc_company_name` CHAR(50),
+ |`cc_street_number` CHAR(10),
+ |`cc_street_name` VARCHAR(60),
+ |`cc_street_type` CHAR(15),
+ |`cc_suite_number` CHAR(10),
+ |`cc_city` VARCHAR(60),
+ |`cc_county` VARCHAR(30),
+ |`cc_state` CHAR(2),
+ |`cc_zip` CHAR(10),
+ |`cc_country` VARCHAR(20),
+ |`cc_gmt_offset` DECIMAL(5,2),
+ |`cc_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"catalog_page" ->
"""
- |`cp_catalog_page_sk` INT, `cp_catalog_page_id` STRING, `cp_start_date_sk` INT,
- |`cp_end_date_sk` INT, `cp_department` STRING, `cp_catalog_number` INT,
- |`cp_catalog_page_number` INT, `cp_description` STRING, `cp_type` STRING
+ |`cp_catalog_page_sk` INT,
+ |`cp_catalog_page_id` CHAR(16),
+ |`cp_start_date_sk` INT,
+ |`cp_end_date_sk` INT,
+ |`cp_department` VARCHAR(50),
+ |`cp_catalog_number` INT,
+ |`cp_catalog_page_number` INT,
+ |`cp_description` VARCHAR(100),
+ |`cp_type` VARCHAR(100)
""".stripMargin,
"web_site" ->
"""
- |`web_site_sk` INT, `web_site_id` STRING, `web_rec_start_date` DATE,
- |`web_rec_end_date` DATE, `web_name` STRING, `web_open_date_sk` INT,
- |`web_close_date_sk` INT, `web_class` STRING, `web_manager` STRING, `web_mkt_id` INT,
- |`web_mkt_class` STRING, `web_mkt_desc` STRING, `web_market_manager` STRING,
- |`web_company_id` INT, `web_company_name` STRING, `web_street_number` STRING,
- |`web_street_name` STRING, `web_street_type` STRING, `web_suite_number` STRING,
- |`web_city` STRING, `web_county` STRING, `web_state` STRING, `web_zip` STRING,
- |`web_country` STRING, `web_gmt_offset` DECIMAL(5,2), `web_tax_percentage` DECIMAL(5,2)
+ |`web_site_sk` INT,
+ |`web_site_id` CHAR(16),
+ |`web_rec_start_date` DATE,
+ |`web_rec_end_date` DATE,
+ |`web_name` VARCHAR(50),
+ |`web_open_date_sk` INT,
+ |`web_close_date_sk` INT,
+ |`web_class` VARCHAR(50),
+ |`web_manager` VARCHAR(40),
+ |`web_mkt_id` INT,
+ |`web_mkt_class` VARCHAR(50),
+ |`web_mkt_desc` VARCHAR(100),
+ |`web_market_manager` VARCHAR(40),
+ |`web_company_id` INT,
+ |`web_company_name` CHAR(50),
+ |`web_street_number` CHAR(10),
+ |`web_street_name` VARCHAR(60),
+ |`web_street_type` CHAR(15),
+ |`web_suite_number` CHAR(10),
+ |`web_city` VARCHAR(60),
+ |`web_county` VARCHAR(30),
+ |`web_state` CHAR(2),
+ |`web_zip` CHAR(10),
+ |`web_country` VARCHAR(20),
+ |`web_gmt_offset` DECIMAL(5,2),
+ |`web_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"web_page" ->
"""
- |`wp_web_page_sk` INT, `wp_web_page_id` STRING,
- |`wp_rec_start_date` DATE, `wp_rec_end_date` DATE, `wp_creation_date_sk` INT,
- |`wp_access_date_sk` INT, `wp_autogen_flag` STRING, `wp_customer_sk` INT,
- |`wp_url` STRING, `wp_type` STRING, `wp_char_count` INT, `wp_link_count` INT,
- |`wp_image_count` INT, `wp_max_ad_count` INT
+ |`wp_web_page_sk` INT,
+ |`wp_web_page_id` CHAR(16),
+ |`wp_rec_start_date` DATE,
+ |`wp_rec_end_date` DATE,
+ |`wp_creation_date_sk` INT,
+ |`wp_access_date_sk` INT,
+ |`wp_autogen_flag` CHAR(1),
+ |`wp_customer_sk` INT,
+ |`wp_url` VARCHAR(100),
+ |`wp_type` CHAR(50),
+ |`wp_char_count` INT,
+ |`wp_link_count` INT,
+ |`wp_image_count` INT,
+ |`wp_max_ad_count` INT
""".stripMargin,
"warehouse" ->
"""
- |`w_warehouse_sk` INT, `w_warehouse_id` STRING, `w_warehouse_name` STRING,
- |`w_warehouse_sq_ft` INT, `w_street_number` STRING, `w_street_name` STRING,
- |`w_street_type` STRING, `w_suite_number` STRING, `w_city` STRING, `w_county` STRING,
- |`w_state` STRING, `w_zip` STRING, `w_country` STRING, `w_gmt_offset` DECIMAL(5,2)
+ |`w_warehouse_sk` INT,
+ |`w_warehouse_id` CHAR(16),
+ |`w_warehouse_name` VARCHAR(20),
+ |`w_warehouse_sq_ft` INT,
+ |`w_street_number` CHAR(10),
+ |`w_street_name` VARCHAR(20),
+ |`w_street_type` CHAR(15),
+ |`w_suite_number` CHAR(10),
+ |`w_city` VARCHAR(60),
+ |`w_county` VARCHAR(30),
+ |`w_state` CHAR(2),
+ |`w_zip` CHAR(10),
+ |`w_country` VARCHAR(20),
+ |`w_gmt_offset` DECIMAL(5,2)
""".stripMargin,
"customer" ->
"""
- |`c_customer_sk` INT, `c_customer_id` STRING, `c_current_cdemo_sk` INT,
- |`c_current_hdemo_sk` INT, `c_current_addr_sk` INT, `c_first_shipto_date_sk` INT,
- |`c_first_sales_date_sk` INT, `c_salutation` STRING, `c_first_name` STRING,
- |`c_last_name` STRING, `c_preferred_cust_flag` STRING, `c_birth_day` INT,
- |`c_birth_month` INT, `c_birth_year` INT, `c_birth_country` STRING, `c_login` STRING,
- |`c_email_address` STRING, `c_last_review_date` INT
+ |`c_customer_sk` INT,
+ |`c_customer_id` CHAR(16),
+ |`c_current_cdemo_sk` INT,
+ |`c_current_hdemo_sk` INT,
+ |`c_current_addr_sk` INT,
+ |`c_first_shipto_date_sk` INT,
+ |`c_first_sales_date_sk` INT,
+ |`c_salutation` CHAR(10),
+ |`c_first_name` CHAR(20),
+ |`c_last_name` CHAR(30),
+ |`c_preferred_cust_flag` CHAR(1),
+ |`c_birth_day` INT,
+ |`c_birth_month` INT,
+ |`c_birth_year` INT,
+ |`c_birth_country` VARCHAR(20),
+ |`c_login` CHAR(13),
+ |`c_email_address` CHAR(50),
+ |`c_last_review_date` INT
""".stripMargin,
"customer_address" ->
"""
- |`ca_address_sk` INT, `ca_address_id` STRING, `ca_street_number` STRING,
- |`ca_street_name` STRING, `ca_street_type` STRING, `ca_suite_number` STRING,
- |`ca_city` STRING, `ca_county` STRING, `ca_state` STRING, `ca_zip` STRING,
- |`ca_country` STRING, `ca_gmt_offset` DECIMAL(5,2), `ca_location_type` STRING
+ |`ca_address_sk` INT,
+ |`ca_address_id` CHAR(16),
+ |`ca_street_number` CHAR(10),
+ |`ca_street_name` VARCHAR(60),
+ |`ca_street_type` CHAR(15),
+ |`ca_suite_number` CHAR(10),
+ |`ca_city` VARCHAR(60),
+ |`ca_county` VARCHAR(30),
+ |`ca_state` CHAR(2),
+ |`ca_zip` CHAR(10),
+ |`ca_country` VARCHAR(20),
+ |`ca_gmt_offset` DECIMAL(5,2),
+ |`ca_location_type` CHAR(20)
""".stripMargin,
"customer_demographics" ->
"""
- |`cd_demo_sk` INT, `cd_gender` STRING, `cd_marital_status` STRING,
- |`cd_education_status` STRING, `cd_purchase_estimate` INT, `cd_credit_rating` STRING,
- |`cd_dep_count` INT, `cd_dep_employed_count` INT, `cd_dep_college_count` INT
+ |`cd_demo_sk` INT,
+ |`cd_gender` CHAR(1),
+ |`cd_marital_status` CHAR(1),
+ |`cd_education_status` CHAR(20),
+ |`cd_purchase_estimate` INT,
+ |`cd_credit_rating` CHAR(10),
+ |`cd_dep_count` INT,
+ |`cd_dep_employed_count` INT,
+ |`cd_dep_college_count` INT
""".stripMargin,
"date_dim" ->
"""
- |`d_date_sk` INT, `d_date_id` STRING, `d_date` DATE,
- |`d_month_seq` INT, `d_week_seq` INT, `d_quarter_seq` INT, `d_year` INT, `d_dow` INT,
- |`d_moy` INT, `d_dom` INT, `d_qoy` INT, `d_fy_year` INT, `d_fy_quarter_seq` INT,
- |`d_fy_week_seq` INT, `d_day_name` STRING, `d_quarter_name` STRING, `d_holiday` STRING,
- |`d_weekend` STRING, `d_following_holiday` STRING, `d_first_dom` INT, `d_last_dom` INT,
- |`d_same_day_ly` INT, `d_same_day_lq` INT, `d_current_day` STRING,
- |`d_current_week` STRING, `d_current_month` STRING, `d_current_quarter` STRING,
- |`d_current_year` STRING
+ |`d_date_sk` INT,
+ |`d_date_id` CHAR(16),
+ |`d_date` DATE,
+ |`d_month_seq` INT,
+ |`d_week_seq` INT,
+ |`d_quarter_seq` INT,
+ |`d_year` INT,
+ |`d_dow` INT,
+ |`d_moy` INT,
+ |`d_dom` INT,
+ |`d_qoy` INT,
+ |`d_fy_year` INT,
+ |`d_fy_quarter_seq` INT,
+ |`d_fy_week_seq` INT,
+ |`d_day_name` CHAR(9),
+ |`d_quarter_name` CHAR(1),
Review comment:
This should be `char(6)` (see p28 in http://www.tpc.org/tpc_documents_current_versions/pdf/tpc-ds_v2.9.0.pdf)
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[GitHub] [spark] srowen commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
srowen commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r558583690
##########
File path: sql/catalyst/src/main/java/org/apache/spark/sql/catalyst/util/CharVarcharCodegenUtils.java
##########
@@ -0,0 +1,40 @@
+/*
+ * 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.catalyst.util;
Review comment:
Looks like you have changes from another PR here.
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[GitHub] [spark] yaooqinn commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-764204457
```
== Optimized Logical Plan ==
GlobalLimit 100, Statistics(sizeInBytes=14.8 KiB, rowCount=100)
+- LocalLimit 100, Statistics(sizeInBytes=254.6 MiB, rowCount=1.92E+6)
+- Sort [cd_gender#305 ASC NULLS FIRST, cd_marital_status#306 ASC NULLS FIRST, cd_education_status#307 ASC NULLS FIRST, cd_purchase_estimate#50 ASC NULLS FIRST, cd_credit_rating#308 ASC NULLS FIRST, cd_dep_count#52 ASC NULLS FIRST, cd_dep_employed_count#53 ASC NULLS FIRST, cd_dep_college_count#54 ASC NULLS FIRST], true, Statistics(sizeInBytes=254.6 MiB, rowCount=1.92E+6)
+- Aggregate [cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], [cd_gender#305, cd_marital_status#306, cd_education_status#307, count(1) AS cnt1#0L, cd_purchase_estimate#50, count(1) AS cnt2#1L, cd_credit_rating#308, count(1) AS cnt3#2L, cd_dep_count#52, count(1) AS cnt4#3L, cd_dep_employed_count#53, count(1) AS cnt5#4L, cd_dep_college_count#54, count(1) AS cnt6#5L], Statistics(sizeInBytes=254.6 MiB, rowCount=1.92E+6)
+- Project [cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], Statistics(sizeInBytes=184.7 MiB, rowCount=2.13E+6)
+- Join Inner, (cd_demo_sk#46 = c_current_cdemo_sk#17), Statistics(sizeInBytes=200.9 MiB, rowCount=2.13E+6)
:- Project [c_current_cdemo_sk#17], Statistics(sizeInBytes=23.4 MiB, rowCount=2.05E+6)
: +- Join Inner, (c_current_addr_sk#19 = ca_address_sk#33), Statistics(sizeInBytes=39.0 MiB, rowCount=2.05E+6)
: :- Project [c_current_cdemo_sk#17, c_current_addr_sk#19], Statistics(sizeInBytes=29.5 MiB, rowCount=1.93E+6)
: : +- Join LeftSemi, (customer_sk#8 = c_customer_sk#15), Statistics(sizeInBytes=36.8 MiB, rowCount=1.93E+6)
: : :- Join LeftSemi, (customer_sk#6 = c_customer_sk#15), Statistics(sizeInBytes=36.8 MiB, rowCount=1.93E+6)
: : : :- Project [c_customer_sk#15, c_current_cdemo_sk#17, c_current_addr_sk#19], Statistics(sizeInBytes=36.8 MiB, rowCount=1.93E+6)
: : : : +- Filter ((isnotnull(c_customer_sk#15) AND isnotnull(c_current_addr_sk#19)) AND isnotnull(c_current_cdemo_sk#17)), Statistics(sizeInBytes=438.1 MiB, rowCount=1.93E+6)
: : : : +- Relation[c_customer_sk#15,c_customer_id#16,c_current_cdemo_sk#17,c_current_hdemo_sk#18,c_current_addr_sk#19,c_first_shipto_date_sk#20,c_first_sales_date_sk#21,c_salutation#22,c_first_name#23,c_last_name#24,c_preferred_cust_flag#25,c_birth_day#26,c_birth_month#27,c_birth_year#28,c_birth_country#29,c_login#30,c_email_address#31,c_last_review_date#32] parquet, Statistics(sizeInBytes=453.9 MiB, rowCount=2.00E+6)
: : : +- Union false, false, Statistics(sizeInBytes=137.8 MiB, rowCount=1.20E+7)
: : : :- Project [ws_bill_customer_sk#59 AS customer_sk#6], Statistics(sizeInBytes=45.8 MiB, rowCount=4.00E+6)
: : : : +- Join Inner, (ws_sold_date_sk#55 = d_date_sk#89), Statistics(sizeInBytes=76.3 MiB, rowCount=4.00E+6)
: : : : :- Project [ws_sold_date_sk#55, ws_bill_customer_sk#59], Statistics(sizeInBytes=1098.1 MiB, rowCount=7.20E+7)
: : : : : +- Filter (isnotnull(ws_sold_date_sk#55) AND isnotnull(ws_bill_customer_sk#59)), Statistics(sizeInBytes=13.7 GiB, rowCount=7.20E+7)
: : : : : +- Relation[ws_sold_date_sk#55,ws_sold_time_sk#56,ws_ship_date_sk#57,ws_item_sk#58,ws_bill_customer_sk#59,ws_bill_cdemo_sk#60,ws_bill_hdemo_sk#61,ws_bill_addr_sk#62,ws_ship_customer_sk#63,ws_ship_cdemo_sk#64,ws_ship_hdemo_sk#65,ws_ship_addr_sk#66,ws_web_page_sk#67,ws_web_site_sk#68,ws_ship_mode_sk#69,ws_warehouse_sk#70,ws_promo_sk#71,ws_order_number#72,ws_quantity#73,ws_wholesale_cost#74,ws_list_price#75,ws_sales_price#76,ws_ext_discount_amt#77,ws_ext_sales_price#78,... 10 more fields] parquet, Statistics(sizeInBytes=13.7 GiB, rowCount=7.20E+7)
: : : : +- Project [d_date_sk#89], Statistics(sizeInBytes=1188.0 B, rowCount=99)
: : : : +- Filter (((((isnotnull(d_year#95) AND isnotnull(d_moy#97)) AND (d_year#95 = 2002)) AND (d_moy#97 >= 4)) AND (d_moy#97 <= 7)) AND isnotnull(d_date_sk#89)), Statistics(sizeInBytes=24.4 KiB, rowCount=99)
: : : : +- Relation[d_date_sk#89,d_date_id#90,d_date#91,d_month_seq#92,d_week_seq#93,d_quarter_seq#94,d_year#95,d_dow#96,d_moy#97,d_dom#98,d_qoy#99,d_fy_year#100,d_fy_quarter_seq#101,d_fy_week_seq#102,d_day_name#103,d_quarter_name#104,d_holiday#105,d_weekend#106,d_following_holiday#107,d_first_dom#108,d_last_dom#109,d_same_day_ly#110,d_same_day_lq#111,d_current_day#112,... 4 more fields] parquet, Statistics(sizeInBytes=17.6 MiB, rowCount=7.30E+4)
: : : +- Project [cs_ship_customer_sk#124 AS customer_sk#7], Statistics(sizeInBytes=92.0 MiB, rowCount=8.04E+6)
: : : +- Join Inner, (cs_sold_date_sk#117 = d_date_sk#89), Statistics(sizeInBytes=153.4 MiB, rowCount=8.04E+6)
: : : :- Project [cs_sold_date_sk#117, cs_ship_customer_sk#124], Statistics(sizeInBytes=2.1 GiB, rowCount=1.43E+8)
: : : : +- Filter (isnotnull(cs_sold_date_sk#117) AND isnotnull(cs_ship_customer_sk#124)), Statistics(sizeInBytes=27.1 GiB, rowCount=1.43E+8)
: : : : +- Relation[cs_sold_date_sk#117,cs_sold_time_sk#118,cs_ship_date_sk#119,cs_bill_customer_sk#120,cs_bill_cdemo_sk#121,cs_bill_hdemo_sk#122,cs_bill_addr_sk#123,cs_ship_customer_sk#124,cs_ship_cdemo_sk#125,cs_ship_hdemo_sk#126,cs_ship_addr_sk#127,cs_call_center_sk#128,cs_catalog_page_sk#129,cs_ship_mode_sk#130,cs_warehouse_sk#131,cs_item_sk#132,cs_promo_sk#133,cs_order_number#134,cs_quantity#135,cs_wholesale_cost#136,cs_list_price#137,cs_sales_price#138,cs_ext_discount_amt#139,cs_ext_sales_price#140,... 10 more fields] parquet, Statistics(sizeInBytes=27.4 GiB, rowCount=1.44E+8)
: : : +- Project [d_date_sk#89], Statistics(sizeInBytes=1188.0 B, rowCount=99)
: : : +- Filter (((((isnotnull(d_year#95) AND isnotnull(d_moy#97)) AND (d_year#95 = 2002)) AND (d_moy#97 >= 4)) AND (d_moy#97 <= 7)) AND isnotnull(d_date_sk#89)), Statistics(sizeInBytes=24.4 KiB, rowCount=99)
: : : +- Relation[d_date_sk#89,d_date_id#90,d_date#91,d_month_seq#92,d_week_seq#93,d_quarter_seq#94,d_year#95,d_dow#96,d_moy#97,d_dom#98,d_qoy#99,d_fy_year#100,d_fy_quarter_seq#101,d_fy_week_seq#102,d_day_name#103,d_quarter_name#104,d_holiday#105,d_weekend#106,d_following_holiday#107,d_first_dom#108,d_last_dom#109,d_same_day_ly#110,d_same_day_lq#111,d_current_day#112,... 4 more fields] parquet, Statistics(sizeInBytes=17.6 MiB, rowCount=7.30E+4)
: : +- Project [ss_customer_sk#154 AS customer_sk#8], Statistics(sizeInBytes=183.1 MiB, rowCount=1.60E+7)
: : +- Join Inner, (ss_sold_date_sk#151 = d_date_sk#89), Statistics(sizeInBytes=305.2 MiB, rowCount=1.60E+7)
: : :- Project [ss_sold_date_sk#151, ss_customer_sk#154], Statistics(sizeInBytes=3.9 GiB, rowCount=2.63E+8)
: : : +- Filter (isnotnull(ss_sold_date_sk#151) AND isnotnull(ss_customer_sk#154)), Statistics(sizeInBytes=36.2 GiB, rowCount=2.63E+8)
: : : +- Relation[ss_sold_date_sk#151,ss_sold_time_sk#152,ss_item_sk#153,ss_customer_sk#154,ss_cdemo_sk#155,ss_hdemo_sk#156,ss_addr_sk#157,ss_store_sk#158,ss_promo_sk#159,ss_ticket_number#160,ss_quantity#161,ss_wholesale_cost#162,ss_list_price#163,ss_sales_price#164,ss_ext_discount_amt#165,ss_ext_sales_price#166,ss_ext_wholesale_cost#167,ss_ext_list_price#168,ss_ext_tax#169,ss_coupon_amt#170,ss_net_paid#171,ss_net_paid_inc_tax#172,ss_net_profit#173] parquet, Statistics(sizeInBytes=39.7 GiB, rowCount=2.88E+8)
: : +- Project [d_date_sk#89], Statistics(sizeInBytes=1188.0 B, rowCount=99)
: : +- Filter (((((isnotnull(d_year#95) AND isnotnull(d_moy#97)) AND (d_year#95 = 2002)) AND (d_moy#97 >= 4)) AND (d_moy#97 <= 7)) AND isnotnull(d_date_sk#89)), Statistics(sizeInBytes=24.4 KiB, rowCount=99)
: : +- Relation[d_date_sk#89,d_date_id#90,d_date#91,d_month_seq#92,d_week_seq#93,d_quarter_seq#94,d_year#95,d_dow#96,d_moy#97,d_dom#98,d_qoy#99,d_fy_year#100,d_fy_quarter_seq#101,d_fy_week_seq#102,d_day_name#103,d_quarter_name#104,d_holiday#105,d_weekend#106,d_following_holiday#107,d_first_dom#108,d_last_dom#109,d_same_day_ly#110,d_same_day_lq#111,d_current_day#112,... 4 more fields] parquet, Statistics(sizeInBytes=17.6 MiB, rowCount=7.30E+4)
: +- Project [ca_address_sk#33], Statistics(sizeInBytes=11.4 MiB, rowCount=1.00E+6)
: +- Filter (staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, varcharTypeReadSideCheck, ca_county#40, 30, false, true) IN (Walker County,Richland County,Gaines County,Douglas County,Dona Ana County) AND isnotnull(ca_address_sk#33)), Statistics(sizeInBytes=233.7 MiB, rowCount=1.00E+6)
: +- Relation[ca_address_sk#33,ca_address_id#34,ca_street_number#35,ca_street_name#36,ca_street_type#37,ca_suite_number#38,ca_city#39,ca_county#40,ca_state#41,ca_zip#42,ca_country#43,ca_gmt_offset#44,ca_location_type#45] parquet, Statistics(sizeInBytes=233.7 MiB, rowCount=1.00E+6)
+- Project [cd_demo_sk#46, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_gender#47, 1, false, true) AS cd_gender#305, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_marital_status#48, 1, false, true) AS cd_marital_status#306, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_education_status#49, 20, false, true) AS cd_education_status#307, cd_purchase_estimate#50, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_credit_rating#51, 10, false, true) AS cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], Statistics(sizeInBytes=174.0 MiB, rowCount=1.92E+6)
+- Filter isnotnull(cd_demo_sk#46), Statistics(sizeInBytes=174.0 MiB, rowCount=1.92E+6)
+- Relation[cd_demo_sk#46,cd_gender#47,cd_marital_status#48,cd_education_status#49,cd_purchase_estimate#50,cd_credit_rating#51,cd_dep_count#52,cd_dep_employed_count#53,cd_dep_college_count#54] parquet, Statistics(sizeInBytes=174.0 MiB, rowCount=1.92E+6)
== Physical Plan ==
TakeOrderedAndProject(limit=100, orderBy=[cd_gender#305 ASC NULLS FIRST,cd_marital_status#306 ASC NULLS FIRST,cd_education_status#307 ASC NULLS FIRST,cd_purchase_estimate#50 ASC NULLS FIRST,cd_credit_rating#308 ASC NULLS FIRST,cd_dep_count#52 ASC NULLS FIRST,cd_dep_employed_count#53 ASC NULLS FIRST,cd_dep_college_count#54 ASC NULLS FIRST], output=[cd_gender#305,cd_marital_status#306,cd_education_status#307,cnt1#0L,cd_purchase_estimate#50,cnt2#1L,cd_credit_rating#308,cnt3#2L,cd_dep_count#52,cnt4#3L,cd_dep_employed_count#53,cnt5#4L,cd_dep_college_count#54,cnt6#5L])
+- *(20) HashAggregate(keys=[cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], functions=[count(1)], output=[cd_gender#305, cd_marital_status#306, cd_education_status#307, cnt1#0L, cd_purchase_estimate#50, cnt2#1L, cd_credit_rating#308, cnt3#2L, cd_dep_count#52, cnt4#3L, cd_dep_employed_count#53, cnt5#4L, cd_dep_college_count#54, cnt6#5L])
+- Exchange hashpartitioning(cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54, 5), ENSURE_REQUIREMENTS, [id=#537]
+- *(19) HashAggregate(keys=[cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], functions=[partial_count(1)], output=[cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54, count#357L])
+- *(19) Project [cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54]
+- *(19) SortMergeJoin [c_current_cdemo_sk#17], [cd_demo_sk#46], Inner
:- *(16) Sort [c_current_cdemo_sk#17 ASC NULLS FIRST], false, 0
: +- Exchange hashpartitioning(c_current_cdemo_sk#17, 5), ENSURE_REQUIREMENTS, [id=#528]
: +- *(15) Project [c_current_cdemo_sk#17]
: +- *(15) SortMergeJoin [c_current_addr_sk#19], [ca_address_sk#33], Inner
: :- *(12) Sort [c_current_addr_sk#19 ASC NULLS FIRST], false, 0
: : +- Exchange hashpartitioning(c_current_addr_sk#19, 5), ENSURE_REQUIREMENTS, [id=#520]
: : +- *(11) Project [c_current_cdemo_sk#17, c_current_addr_sk#19]
: : +- SortMergeJoin [c_customer_sk#15], [customer_sk#8], LeftSemi
: : :- SortMergeJoin [c_customer_sk#15], [customer_sk#6], LeftSemi
: : : :- *(2) Sort [c_customer_sk#15 ASC NULLS FIRST], false, 0
: : : : +- Exchange hashpartitioning(c_customer_sk#15, 5), ENSURE_REQUIREMENTS, [id=#332]
: : : : +- *(1) Filter ((isnotnull(c_customer_sk#15) AND isnotnull(c_current_addr_sk#19)) AND isnotnull(c_current_cdemo_sk#17))
: : : : +- *(1) ColumnarToRow
: : : : +- FileScan parquet default.customer[c_customer_sk#15,c_current_cdemo_sk#17,c_current_addr_sk#19] Batched: true, DataFilters: [isnotnull(c_customer_sk#15), isnotnull(c_current_addr_sk#19), isnotnull(c_current_cdemo_sk#17)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(c_customer_sk), IsNotNull(c_current_addr_sk), IsNotNull(c_current_cdemo_sk)], ReadSchema: struct<c_customer_sk:int,c_current_cdemo_sk:int,c_current_addr_sk:int>
: : : +- *(7) Sort [customer_sk#6 ASC NULLS FIRST], false, 0
: : : +- Exchange hashpartitioning(customer_sk#6, 5), ENSURE_REQUIREMENTS, [id=#455]
: : : +- Union
: : : :- *(4) Project [ws_bill_customer_sk#59 AS customer_sk#6]
: : : : +- *(4) BroadcastHashJoin [ws_sold_date_sk#55], [d_date_sk#89], Inner, BuildRight, false
: : : : :- *(4) Filter (isnotnull(ws_sold_date_sk#55) AND isnotnull(ws_bill_customer_sk#59))
: : : : : +- *(4) ColumnarToRow
: : : : : +- FileScan parquet default.web_sales[ws_sold_date_sk#55,ws_bill_customer_sk#59] Batched: true, DataFilters: [isnotnull(ws_sold_date_sk#55), isnotnull(ws_bill_customer_sk#59)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(ws_sold_date_sk), IsNotNull(ws_bill_customer_sk)], ReadSchema: struct<ws_sold_date_sk:int,ws_bill_customer_sk:int>
: : : : +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#344]
: : : : +- *(3) Project [d_date_sk#89]
: : : : +- *(3) Filter (((((isnotnull(d_year#95) AND isnotnull(d_moy#97)) AND (d_year#95 = 2002)) AND (d_moy#97 >= 4)) AND (d_moy#97 <= 7)) AND isnotnull(d_date_sk#89))
: : : : +- *(3) ColumnarToRow
: : : : +- FileScan parquet default.date_dim[d_date_sk#89,d_year#95,d_moy#97] Batched: true, DataFilters: [isnotnull(d_year#95), isnotnull(d_moy#97), (d_year#95 = 2002), (d_moy#97 >= 4), (d_moy#97 <= 7),..., Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), EqualTo(d_year,2002), GreaterThanOrEqual(d_moy,4), LessThan..., ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>
: : : +- *(6) Project [cs_ship_customer_sk#124 AS customer_sk#7]
: : : +- *(6) BroadcastHashJoin [cs_sold_date_sk#117], [d_date_sk#89], Inner, BuildRight, false
: : : :- *(6) Filter (isnotnull(cs_sold_date_sk#117) AND isnotnull(cs_ship_customer_sk#124))
: : : : +- *(6) ColumnarToRow
: : : : +- FileScan parquet default.catalog_sales[cs_sold_date_sk#117,cs_ship_customer_sk#124] Batched: true, DataFilters: [isnotnull(cs_sold_date_sk#117), isnotnull(cs_ship_customer_sk#124)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(cs_sold_date_sk), IsNotNull(cs_ship_customer_sk)], ReadSchema: struct<cs_sold_date_sk:int,cs_ship_customer_sk:int>
: : : +- ReusedExchange [d_date_sk#89], BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#344]
: : +- *(10) Sort [customer_sk#8 ASC NULLS FIRST], false, 0
: : +- Exchange hashpartitioning(customer_sk#8, 5), ENSURE_REQUIREMENTS, [id=#474]
: : +- *(9) Project [ss_customer_sk#154 AS customer_sk#8]
: : +- *(9) BroadcastHashJoin [ss_sold_date_sk#151], [d_date_sk#89], Inner, BuildRight, false
: : :- *(9) Filter (isnotnull(ss_sold_date_sk#151) AND isnotnull(ss_customer_sk#154))
: : : +- *(9) ColumnarToRow
: : : +- FileScan parquet default.store_sales[ss_sold_date_sk#151,ss_customer_sk#154] Batched: true, DataFilters: [isnotnull(ss_sold_date_sk#151), isnotnull(ss_customer_sk#154)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(ss_sold_date_sk), IsNotNull(ss_customer_sk)], ReadSchema: struct<ss_sold_date_sk:int,ss_customer_sk:int>
: : +- ReusedExchange [d_date_sk#89], BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#344]
: +- *(14) Sort [ca_address_sk#33 ASC NULLS FIRST], false, 0
: +- Exchange hashpartitioning(ca_address_sk#33, 5), ENSURE_REQUIREMENTS, [id=#399]
: +- *(13) Project [ca_address_sk#33]
: +- *(13) Filter (staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, varcharTypeReadSideCheck, ca_county#40, 30, false, true) IN (Walker County,Richland County,Gaines County,Douglas County,Dona Ana County) AND isnotnull(ca_address_sk#33))
: +- *(13) ColumnarToRow
: +- FileScan parquet default.customer_address[ca_address_sk#33,ca_county#40] Batched: true, DataFilters: [staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, varch..., Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(ca_address_sk)], ReadSchema: struct<ca_address_sk:int,ca_county:string>
+- *(18) Sort [cd_demo_sk#46 ASC NULLS FIRST], false, 0
+- Exchange hashpartitioning(cd_demo_sk#46, 5), ENSURE_REQUIREMENTS, [id=#417]
+- *(17) Project [cd_demo_sk#46, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_gender#47, 1, false, true) AS cd_gender#305, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_marital_status#48, 1, false, true) AS cd_marital_status#306, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_education_status#49, 20, false, true) AS cd_education_status#307, cd_purchase_estimate#50, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_credit_rating#51, 10, false, true) AS cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54]
+- *(17) Filter isnotnull(cd_demo_sk#46)
+- *(17) ColumnarToRow
+- FileScan parquet default.customer_demographics[cd_demo_sk#46,cd_gender#47,cd_marital_status#48,cd_education_status#49,cd_purchase_estimate#50,cd_credit_rating#51,cd_dep_count#52,cd_dep_employed_count#53,cd_dep_college_count#54] Batched: true, DataFilters: [isnotnull(cd_demo_sk#46)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(cd_demo_sk)], ReadSchema: struct<cd_demo_sk:int,cd_gender:string,cd_marital_status:string,cd_education_status:string,cd_pur...
````
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[GitHub] [spark] SparkQA commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-763872493
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[GitHub] [spark] yaooqinn commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-764204457
```
== Optimized Logical Plan ==
GlobalLimit 100, Statistics(sizeInBytes=14.8 KiB, rowCount=100)
+- LocalLimit 100, Statistics(sizeInBytes=254.6 MiB, rowCount=1.92E+6)
+- Sort [cd_gender#305 ASC NULLS FIRST, cd_marital_status#306 ASC NULLS FIRST, cd_education_status#307 ASC NULLS FIRST, cd_purchase_estimate#50 ASC NULLS FIRST, cd_credit_rating#308 ASC NULLS FIRST, cd_dep_count#52 ASC NULLS FIRST, cd_dep_employed_count#53 ASC NULLS FIRST, cd_dep_college_count#54 ASC NULLS FIRST], true, Statistics(sizeInBytes=254.6 MiB, rowCount=1.92E+6)
+- Aggregate [cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], [cd_gender#305, cd_marital_status#306, cd_education_status#307, count(1) AS cnt1#0L, cd_purchase_estimate#50, count(1) AS cnt2#1L, cd_credit_rating#308, count(1) AS cnt3#2L, cd_dep_count#52, count(1) AS cnt4#3L, cd_dep_employed_count#53, count(1) AS cnt5#4L, cd_dep_college_count#54, count(1) AS cnt6#5L], Statistics(sizeInBytes=254.6 MiB, rowCount=1.92E+6)
+- Project [cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], Statistics(sizeInBytes=184.7 MiB, rowCount=2.13E+6)
+- Join Inner, (cd_demo_sk#46 = c_current_cdemo_sk#17), Statistics(sizeInBytes=200.9 MiB, rowCount=2.13E+6)
:- Project [c_current_cdemo_sk#17], Statistics(sizeInBytes=23.4 MiB, rowCount=2.05E+6)
: +- Join Inner, (c_current_addr_sk#19 = ca_address_sk#33), Statistics(sizeInBytes=39.0 MiB, rowCount=2.05E+6)
: :- Project [c_current_cdemo_sk#17, c_current_addr_sk#19], Statistics(sizeInBytes=29.5 MiB, rowCount=1.93E+6)
: : +- Join LeftSemi, (customer_sk#8 = c_customer_sk#15), Statistics(sizeInBytes=36.8 MiB, rowCount=1.93E+6)
: : :- Join LeftSemi, (customer_sk#6 = c_customer_sk#15), Statistics(sizeInBytes=36.8 MiB, rowCount=1.93E+6)
: : : :- Project [c_customer_sk#15, c_current_cdemo_sk#17, c_current_addr_sk#19], Statistics(sizeInBytes=36.8 MiB, rowCount=1.93E+6)
: : : : +- Filter ((isnotnull(c_customer_sk#15) AND isnotnull(c_current_addr_sk#19)) AND isnotnull(c_current_cdemo_sk#17)), Statistics(sizeInBytes=438.1 MiB, rowCount=1.93E+6)
: : : : +- Relation[c_customer_sk#15,c_customer_id#16,c_current_cdemo_sk#17,c_current_hdemo_sk#18,c_current_addr_sk#19,c_first_shipto_date_sk#20,c_first_sales_date_sk#21,c_salutation#22,c_first_name#23,c_last_name#24,c_preferred_cust_flag#25,c_birth_day#26,c_birth_month#27,c_birth_year#28,c_birth_country#29,c_login#30,c_email_address#31,c_last_review_date#32] parquet, Statistics(sizeInBytes=453.9 MiB, rowCount=2.00E+6)
: : : +- Union false, false, Statistics(sizeInBytes=137.8 MiB, rowCount=1.20E+7)
: : : :- Project [ws_bill_customer_sk#59 AS customer_sk#6], Statistics(sizeInBytes=45.8 MiB, rowCount=4.00E+6)
: : : : +- Join Inner, (ws_sold_date_sk#55 = d_date_sk#89), Statistics(sizeInBytes=76.3 MiB, rowCount=4.00E+6)
: : : : :- Project [ws_sold_date_sk#55, ws_bill_customer_sk#59], Statistics(sizeInBytes=1098.1 MiB, rowCount=7.20E+7)
: : : : : +- Filter (isnotnull(ws_sold_date_sk#55) AND isnotnull(ws_bill_customer_sk#59)), Statistics(sizeInBytes=13.7 GiB, rowCount=7.20E+7)
: : : : : +- Relation[ws_sold_date_sk#55,ws_sold_time_sk#56,ws_ship_date_sk#57,ws_item_sk#58,ws_bill_customer_sk#59,ws_bill_cdemo_sk#60,ws_bill_hdemo_sk#61,ws_bill_addr_sk#62,ws_ship_customer_sk#63,ws_ship_cdemo_sk#64,ws_ship_hdemo_sk#65,ws_ship_addr_sk#66,ws_web_page_sk#67,ws_web_site_sk#68,ws_ship_mode_sk#69,ws_warehouse_sk#70,ws_promo_sk#71,ws_order_number#72,ws_quantity#73,ws_wholesale_cost#74,ws_list_price#75,ws_sales_price#76,ws_ext_discount_amt#77,ws_ext_sales_price#78,... 10 more fields] parquet, Statistics(sizeInBytes=13.7 GiB, rowCount=7.20E+7)
: : : : +- Project [d_date_sk#89], Statistics(sizeInBytes=1188.0 B, rowCount=99)
: : : : +- Filter (((((isnotnull(d_year#95) AND isnotnull(d_moy#97)) AND (d_year#95 = 2002)) AND (d_moy#97 >= 4)) AND (d_moy#97 <= 7)) AND isnotnull(d_date_sk#89)), Statistics(sizeInBytes=24.4 KiB, rowCount=99)
: : : : +- Relation[d_date_sk#89,d_date_id#90,d_date#91,d_month_seq#92,d_week_seq#93,d_quarter_seq#94,d_year#95,d_dow#96,d_moy#97,d_dom#98,d_qoy#99,d_fy_year#100,d_fy_quarter_seq#101,d_fy_week_seq#102,d_day_name#103,d_quarter_name#104,d_holiday#105,d_weekend#106,d_following_holiday#107,d_first_dom#108,d_last_dom#109,d_same_day_ly#110,d_same_day_lq#111,d_current_day#112,... 4 more fields] parquet, Statistics(sizeInBytes=17.6 MiB, rowCount=7.30E+4)
: : : +- Project [cs_ship_customer_sk#124 AS customer_sk#7], Statistics(sizeInBytes=92.0 MiB, rowCount=8.04E+6)
: : : +- Join Inner, (cs_sold_date_sk#117 = d_date_sk#89), Statistics(sizeInBytes=153.4 MiB, rowCount=8.04E+6)
: : : :- Project [cs_sold_date_sk#117, cs_ship_customer_sk#124], Statistics(sizeInBytes=2.1 GiB, rowCount=1.43E+8)
: : : : +- Filter (isnotnull(cs_sold_date_sk#117) AND isnotnull(cs_ship_customer_sk#124)), Statistics(sizeInBytes=27.1 GiB, rowCount=1.43E+8)
: : : : +- Relation[cs_sold_date_sk#117,cs_sold_time_sk#118,cs_ship_date_sk#119,cs_bill_customer_sk#120,cs_bill_cdemo_sk#121,cs_bill_hdemo_sk#122,cs_bill_addr_sk#123,cs_ship_customer_sk#124,cs_ship_cdemo_sk#125,cs_ship_hdemo_sk#126,cs_ship_addr_sk#127,cs_call_center_sk#128,cs_catalog_page_sk#129,cs_ship_mode_sk#130,cs_warehouse_sk#131,cs_item_sk#132,cs_promo_sk#133,cs_order_number#134,cs_quantity#135,cs_wholesale_cost#136,cs_list_price#137,cs_sales_price#138,cs_ext_discount_amt#139,cs_ext_sales_price#140,... 10 more fields] parquet, Statistics(sizeInBytes=27.4 GiB, rowCount=1.44E+8)
: : : +- Project [d_date_sk#89], Statistics(sizeInBytes=1188.0 B, rowCount=99)
: : : +- Filter (((((isnotnull(d_year#95) AND isnotnull(d_moy#97)) AND (d_year#95 = 2002)) AND (d_moy#97 >= 4)) AND (d_moy#97 <= 7)) AND isnotnull(d_date_sk#89)), Statistics(sizeInBytes=24.4 KiB, rowCount=99)
: : : +- Relation[d_date_sk#89,d_date_id#90,d_date#91,d_month_seq#92,d_week_seq#93,d_quarter_seq#94,d_year#95,d_dow#96,d_moy#97,d_dom#98,d_qoy#99,d_fy_year#100,d_fy_quarter_seq#101,d_fy_week_seq#102,d_day_name#103,d_quarter_name#104,d_holiday#105,d_weekend#106,d_following_holiday#107,d_first_dom#108,d_last_dom#109,d_same_day_ly#110,d_same_day_lq#111,d_current_day#112,... 4 more fields] parquet, Statistics(sizeInBytes=17.6 MiB, rowCount=7.30E+4)
: : +- Project [ss_customer_sk#154 AS customer_sk#8], Statistics(sizeInBytes=183.1 MiB, rowCount=1.60E+7)
: : +- Join Inner, (ss_sold_date_sk#151 = d_date_sk#89), Statistics(sizeInBytes=305.2 MiB, rowCount=1.60E+7)
: : :- Project [ss_sold_date_sk#151, ss_customer_sk#154], Statistics(sizeInBytes=3.9 GiB, rowCount=2.63E+8)
: : : +- Filter (isnotnull(ss_sold_date_sk#151) AND isnotnull(ss_customer_sk#154)), Statistics(sizeInBytes=36.2 GiB, rowCount=2.63E+8)
: : : +- Relation[ss_sold_date_sk#151,ss_sold_time_sk#152,ss_item_sk#153,ss_customer_sk#154,ss_cdemo_sk#155,ss_hdemo_sk#156,ss_addr_sk#157,ss_store_sk#158,ss_promo_sk#159,ss_ticket_number#160,ss_quantity#161,ss_wholesale_cost#162,ss_list_price#163,ss_sales_price#164,ss_ext_discount_amt#165,ss_ext_sales_price#166,ss_ext_wholesale_cost#167,ss_ext_list_price#168,ss_ext_tax#169,ss_coupon_amt#170,ss_net_paid#171,ss_net_paid_inc_tax#172,ss_net_profit#173] parquet, Statistics(sizeInBytes=39.7 GiB, rowCount=2.88E+8)
: : +- Project [d_date_sk#89], Statistics(sizeInBytes=1188.0 B, rowCount=99)
: : +- Filter (((((isnotnull(d_year#95) AND isnotnull(d_moy#97)) AND (d_year#95 = 2002)) AND (d_moy#97 >= 4)) AND (d_moy#97 <= 7)) AND isnotnull(d_date_sk#89)), Statistics(sizeInBytes=24.4 KiB, rowCount=99)
: : +- Relation[d_date_sk#89,d_date_id#90,d_date#91,d_month_seq#92,d_week_seq#93,d_quarter_seq#94,d_year#95,d_dow#96,d_moy#97,d_dom#98,d_qoy#99,d_fy_year#100,d_fy_quarter_seq#101,d_fy_week_seq#102,d_day_name#103,d_quarter_name#104,d_holiday#105,d_weekend#106,d_following_holiday#107,d_first_dom#108,d_last_dom#109,d_same_day_ly#110,d_same_day_lq#111,d_current_day#112,... 4 more fields] parquet, Statistics(sizeInBytes=17.6 MiB, rowCount=7.30E+4)
: +- Project [ca_address_sk#33], Statistics(sizeInBytes=11.4 MiB, rowCount=1.00E+6)
: +- Filter (staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, varcharTypeReadSideCheck, ca_county#40, 30, false, true) IN (Walker County,Richland County,Gaines County,Douglas County,Dona Ana County) AND isnotnull(ca_address_sk#33)), Statistics(sizeInBytes=233.7 MiB, rowCount=1.00E+6)
: +- Relation[ca_address_sk#33,ca_address_id#34,ca_street_number#35,ca_street_name#36,ca_street_type#37,ca_suite_number#38,ca_city#39,ca_county#40,ca_state#41,ca_zip#42,ca_country#43,ca_gmt_offset#44,ca_location_type#45] parquet, Statistics(sizeInBytes=233.7 MiB, rowCount=1.00E+6)
+- Project [cd_demo_sk#46, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_gender#47, 1, false, true) AS cd_gender#305, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_marital_status#48, 1, false, true) AS cd_marital_status#306, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_education_status#49, 20, false, true) AS cd_education_status#307, cd_purchase_estimate#50, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_credit_rating#51, 10, false, true) AS cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], Statistics(sizeInBytes=174.0 MiB, rowCount=1.92E+6)
+- Filter isnotnull(cd_demo_sk#46), Statistics(sizeInBytes=174.0 MiB, rowCount=1.92E+6)
+- Relation[cd_demo_sk#46,cd_gender#47,cd_marital_status#48,cd_education_status#49,cd_purchase_estimate#50,cd_credit_rating#51,cd_dep_count#52,cd_dep_employed_count#53,cd_dep_college_count#54] parquet, Statistics(sizeInBytes=174.0 MiB, rowCount=1.92E+6)
== Physical Plan ==
TakeOrderedAndProject(limit=100, orderBy=[cd_gender#305 ASC NULLS FIRST,cd_marital_status#306 ASC NULLS FIRST,cd_education_status#307 ASC NULLS FIRST,cd_purchase_estimate#50 ASC NULLS FIRST,cd_credit_rating#308 ASC NULLS FIRST,cd_dep_count#52 ASC NULLS FIRST,cd_dep_employed_count#53 ASC NULLS FIRST,cd_dep_college_count#54 ASC NULLS FIRST], output=[cd_gender#305,cd_marital_status#306,cd_education_status#307,cnt1#0L,cd_purchase_estimate#50,cnt2#1L,cd_credit_rating#308,cnt3#2L,cd_dep_count#52,cnt4#3L,cd_dep_employed_count#53,cnt5#4L,cd_dep_college_count#54,cnt6#5L])
+- *(20) HashAggregate(keys=[cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], functions=[count(1)], output=[cd_gender#305, cd_marital_status#306, cd_education_status#307, cnt1#0L, cd_purchase_estimate#50, cnt2#1L, cd_credit_rating#308, cnt3#2L, cd_dep_count#52, cnt4#3L, cd_dep_employed_count#53, cnt5#4L, cd_dep_college_count#54, cnt6#5L])
+- Exchange hashpartitioning(cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54, 5), ENSURE_REQUIREMENTS, [id=#537]
+- *(19) HashAggregate(keys=[cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54], functions=[partial_count(1)], output=[cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54, count#357L])
+- *(19) Project [cd_gender#305, cd_marital_status#306, cd_education_status#307, cd_purchase_estimate#50, cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54]
+- *(19) SortMergeJoin [c_current_cdemo_sk#17], [cd_demo_sk#46], Inner
:- *(16) Sort [c_current_cdemo_sk#17 ASC NULLS FIRST], false, 0
: +- Exchange hashpartitioning(c_current_cdemo_sk#17, 5), ENSURE_REQUIREMENTS, [id=#528]
: +- *(15) Project [c_current_cdemo_sk#17]
: +- *(15) SortMergeJoin [c_current_addr_sk#19], [ca_address_sk#33], Inner
: :- *(12) Sort [c_current_addr_sk#19 ASC NULLS FIRST], false, 0
: : +- Exchange hashpartitioning(c_current_addr_sk#19, 5), ENSURE_REQUIREMENTS, [id=#520]
: : +- *(11) Project [c_current_cdemo_sk#17, c_current_addr_sk#19]
: : +- SortMergeJoin [c_customer_sk#15], [customer_sk#8], LeftSemi
: : :- SortMergeJoin [c_customer_sk#15], [customer_sk#6], LeftSemi
: : : :- *(2) Sort [c_customer_sk#15 ASC NULLS FIRST], false, 0
: : : : +- Exchange hashpartitioning(c_customer_sk#15, 5), ENSURE_REQUIREMENTS, [id=#332]
: : : : +- *(1) Filter ((isnotnull(c_customer_sk#15) AND isnotnull(c_current_addr_sk#19)) AND isnotnull(c_current_cdemo_sk#17))
: : : : +- *(1) ColumnarToRow
: : : : +- FileScan parquet default.customer[c_customer_sk#15,c_current_cdemo_sk#17,c_current_addr_sk#19] Batched: true, DataFilters: [isnotnull(c_customer_sk#15), isnotnull(c_current_addr_sk#19), isnotnull(c_current_cdemo_sk#17)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(c_customer_sk), IsNotNull(c_current_addr_sk), IsNotNull(c_current_cdemo_sk)], ReadSchema: struct<c_customer_sk:int,c_current_cdemo_sk:int,c_current_addr_sk:int>
: : : +- *(7) Sort [customer_sk#6 ASC NULLS FIRST], false, 0
: : : +- Exchange hashpartitioning(customer_sk#6, 5), ENSURE_REQUIREMENTS, [id=#455]
: : : +- Union
: : : :- *(4) Project [ws_bill_customer_sk#59 AS customer_sk#6]
: : : : +- *(4) BroadcastHashJoin [ws_sold_date_sk#55], [d_date_sk#89], Inner, BuildRight, false
: : : : :- *(4) Filter (isnotnull(ws_sold_date_sk#55) AND isnotnull(ws_bill_customer_sk#59))
: : : : : +- *(4) ColumnarToRow
: : : : : +- FileScan parquet default.web_sales[ws_sold_date_sk#55,ws_bill_customer_sk#59] Batched: true, DataFilters: [isnotnull(ws_sold_date_sk#55), isnotnull(ws_bill_customer_sk#59)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(ws_sold_date_sk), IsNotNull(ws_bill_customer_sk)], ReadSchema: struct<ws_sold_date_sk:int,ws_bill_customer_sk:int>
: : : : +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#344]
: : : : +- *(3) Project [d_date_sk#89]
: : : : +- *(3) Filter (((((isnotnull(d_year#95) AND isnotnull(d_moy#97)) AND (d_year#95 = 2002)) AND (d_moy#97 >= 4)) AND (d_moy#97 <= 7)) AND isnotnull(d_date_sk#89))
: : : : +- *(3) ColumnarToRow
: : : : +- FileScan parquet default.date_dim[d_date_sk#89,d_year#95,d_moy#97] Batched: true, DataFilters: [isnotnull(d_year#95), isnotnull(d_moy#97), (d_year#95 = 2002), (d_moy#97 >= 4), (d_moy#97 <= 7),..., Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), EqualTo(d_year,2002), GreaterThanOrEqual(d_moy,4), LessThan..., ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>
: : : +- *(6) Project [cs_ship_customer_sk#124 AS customer_sk#7]
: : : +- *(6) BroadcastHashJoin [cs_sold_date_sk#117], [d_date_sk#89], Inner, BuildRight, false
: : : :- *(6) Filter (isnotnull(cs_sold_date_sk#117) AND isnotnull(cs_ship_customer_sk#124))
: : : : +- *(6) ColumnarToRow
: : : : +- FileScan parquet default.catalog_sales[cs_sold_date_sk#117,cs_ship_customer_sk#124] Batched: true, DataFilters: [isnotnull(cs_sold_date_sk#117), isnotnull(cs_ship_customer_sk#124)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(cs_sold_date_sk), IsNotNull(cs_ship_customer_sk)], ReadSchema: struct<cs_sold_date_sk:int,cs_ship_customer_sk:int>
: : : +- ReusedExchange [d_date_sk#89], BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#344]
: : +- *(10) Sort [customer_sk#8 ASC NULLS FIRST], false, 0
: : +- Exchange hashpartitioning(customer_sk#8, 5), ENSURE_REQUIREMENTS, [id=#474]
: : +- *(9) Project [ss_customer_sk#154 AS customer_sk#8]
: : +- *(9) BroadcastHashJoin [ss_sold_date_sk#151], [d_date_sk#89], Inner, BuildRight, false
: : :- *(9) Filter (isnotnull(ss_sold_date_sk#151) AND isnotnull(ss_customer_sk#154))
: : : +- *(9) ColumnarToRow
: : : +- FileScan parquet default.store_sales[ss_sold_date_sk#151,ss_customer_sk#154] Batched: true, DataFilters: [isnotnull(ss_sold_date_sk#151), isnotnull(ss_customer_sk#154)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(ss_sold_date_sk), IsNotNull(ss_customer_sk)], ReadSchema: struct<ss_sold_date_sk:int,ss_customer_sk:int>
: : +- ReusedExchange [d_date_sk#89], BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#344]
: +- *(14) Sort [ca_address_sk#33 ASC NULLS FIRST], false, 0
: +- Exchange hashpartitioning(ca_address_sk#33, 5), ENSURE_REQUIREMENTS, [id=#399]
: +- *(13) Project [ca_address_sk#33]
: +- *(13) Filter (staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, varcharTypeReadSideCheck, ca_county#40, 30, false, true) IN (Walker County,Richland County,Gaines County,Douglas County,Dona Ana County) AND isnotnull(ca_address_sk#33))
: +- *(13) ColumnarToRow
: +- FileScan parquet default.customer_address[ca_address_sk#33,ca_county#40] Batched: true, DataFilters: [staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, varch..., Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(ca_address_sk)], ReadSchema: struct<ca_address_sk:int,ca_county:string>
+- *(18) Sort [cd_demo_sk#46 ASC NULLS FIRST], false, 0
+- Exchange hashpartitioning(cd_demo_sk#46, 5), ENSURE_REQUIREMENTS, [id=#417]
+- *(17) Project [cd_demo_sk#46, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_gender#47, 1, false, true) AS cd_gender#305, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_marital_status#48, 1, false, true) AS cd_marital_status#306, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_education_status#49, 20, false, true) AS cd_education_status#307, cd_purchase_estimate#50, staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, charTypeReadSideCheck, cd_credit_rating#51, 10, false, true) AS cd_credit_rating#308, cd_dep_count#52, cd_dep_employed_count#53, cd_dep_college_count#54]
+- *(17) Filter isnotnull(cd_demo_sk#46)
+- *(17) ColumnarToRow
+- FileScan parquet default.customer_demographics[cd_demo_sk#46,cd_gender#47,cd_marital_status#48,cd_education_status#49,cd_purchase_estimate#50,cd_credit_rating#51,cd_dep_count#52,cd_dep_employed_count#53,cd_dep_college_count#54] Batched: true, DataFilters: [isnotnull(cd_demo_sk#46)], Format: Parquet, Location: InMemoryFileIndex[file:/Users/kentyao/spark/spark-warehouse/org.apache.spark.sql.TPCDSModifiedPla..., PartitionFilters: [], PushedFilters: [IsNotNull(cd_demo_sk)], ReadSchema: struct<cd_demo_sk:int,cd_gender:string,cd_marital_status:string,cd_education_status:string,cd_pur...
````
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[GitHub] [spark] cloud-fan commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
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URL: https://github.com/apache/spark/pull/31012#discussion_r564611013
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q27.sf100/explain.txt
##########
@@ -128,15 +128,15 @@ Input [9]: [ss_item_sk#1, ss_cdemo_sk#2, ss_store_sk#3, ss_quantity#4, ss_list_p
Output [4]: [cd_demo_sk#13, cd_gender#14, cd_marital_status#15, cd_education_status#16]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_demographics]
-PushedFilters: [IsNotNull(cd_gender), IsNotNull(cd_marital_status), IsNotNull(cd_education_status), EqualTo(cd_gender,F), EqualTo(cd_marital_status,D), EqualTo(cd_education_status,Primary), IsNotNull(cd_demo_sk)]
+PushedFilters: [IsNotNull(cd_gender), IsNotNull(cd_marital_status), IsNotNull(cd_education_status), EqualTo(cd_gender,F), EqualTo(cd_marital_status,D), EqualTo(cd_education_status,Primary ), IsNotNull(cd_demo_sk)]
Review comment:
`cd_education_status` is char type, which means the data of it in the storage are always padded as fixed-length strings. While before it's string type and doesn't have this issue.
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I have updated the PR desc and the LOC is reduced from about 50K in the very first push to 500 with a series of PRs. The plans look OK to me now.
I'd like you guys to review this again. Thanks very much.
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[GitHub] [spark] yaooqinn commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r560053593
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q10.sf100/explain.txt
##########
@@ -200,87 +207,115 @@ Left keys [1]: [c_customer_sk#1]
Right keys [1]: [customer_sk#18]
Join condition: None
-(35) Project [codegen id : 12]
+(35) Project [codegen id : 11]
Output [2]: [c_current_cdemo_sk#2, c_current_addr_sk#3]
Input [3]: [c_customer_sk#1, c_current_cdemo_sk#2, c_current_addr_sk#3]
-(36) Scan parquet default.customer_address
-Output [2]: [ca_address_sk#20, ca_county#21]
+(36) Exchange
+Input [2]: [c_current_cdemo_sk#2, c_current_addr_sk#3]
+Arguments: hashpartitioning(c_current_addr_sk#3, 5), ENSURE_REQUIREMENTS, [id=#20]
+
+(37) Sort [codegen id : 12]
+Input [2]: [c_current_cdemo_sk#2, c_current_addr_sk#3]
+Arguments: [c_current_addr_sk#3 ASC NULLS FIRST], false, 0
+
+(38) Scan parquet default.customer_address
+Output [2]: [ca_address_sk#21, ca_county#22]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_address]
-PushedFilters: [In(ca_county, [Walker County,Richland County,Gaines County,Douglas County,Dona Ana County]), IsNotNull(ca_address_sk)]
+PushedFilters: [IsNotNull(ca_address_sk)]
ReadSchema: struct<ca_address_sk:int,ca_county:string>
-(37) ColumnarToRow [codegen id : 11]
-Input [2]: [ca_address_sk#20, ca_county#21]
+(39) ColumnarToRow [codegen id : 13]
+Input [2]: [ca_address_sk#21, ca_county#22]
-(38) Filter [codegen id : 11]
-Input [2]: [ca_address_sk#20, ca_county#21]
-Condition : (ca_county#21 IN (Walker County,Richland County,Gaines County,Douglas County,Dona Ana County) AND isnotnull(ca_address_sk#20))
+(40) Filter [codegen id : 13]
+Input [2]: [ca_address_sk#21, ca_county#22]
+Condition : (staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, varcharTypeReadSideCheck, ca_county#22, 30, false, true) IN (Walker County,Richland County,Gaines County,Douglas County,Dona Ana County) AND isnotnull(ca_address_sk#21))
Review comment:
not looks pretty
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[GitHub] [spark] AmplabJenkins commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-763898650
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[GitHub] [spark] SparkQA removed a comment on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA removed a comment on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-758532572
**[Test build #133964 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/133964/testReport)** for PR 31012 at commit [`1145e67`](https://github.com/apache/spark/commit/1145e677dcb48515668cf51d349e6f256c5e2ac5).
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[GitHub] [spark] cloud-fan commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
cloud-fan commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-768168458
thanks, merging to master/3.1! (since it's mostly test-only)
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[GitHub] [spark] SparkQA commented on pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-755105355
**[Test build #133722 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/133722/testReport)** for PR 31012 at commit [`021d3bb`](https://github.com/apache/spark/commit/021d3bb27fda67bc2962fcf84ad27c48c3a84143).
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[GitHub] [spark] SparkQA commented on pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-757959424
Kubernetes integration test status success
URL: https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder-K8s/38515/
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[GitHub] [spark] maropu commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
maropu commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r599533051
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/TPCDSBase.scala
##########
@@ -51,223 +51,499 @@ trait TPCDSBase extends SharedSparkSession {
private val tableColumns = Map(
"store_sales" ->
"""
- |`ss_sold_date_sk` INT, `ss_sold_time_sk` INT, `ss_item_sk` INT, `ss_customer_sk` INT,
- |`ss_cdemo_sk` INT, `ss_hdemo_sk` INT, `ss_addr_sk` INT, `ss_store_sk` INT,
- |`ss_promo_sk` INT, `ss_ticket_number` INT, `ss_quantity` INT,
- |`ss_wholesale_cost` DECIMAL(7,2), `ss_list_price` DECIMAL(7,2),
- |`ss_sales_price` DECIMAL(7,2), `ss_ext_discount_amt` DECIMAL(7,2),
- |`ss_ext_sales_price` DECIMAL(7,2), `ss_ext_wholesale_cost` DECIMAL(7,2),
- |`ss_ext_list_price` DECIMAL(7,2), `ss_ext_tax` DECIMAL(7,2),
- |`ss_coupon_amt` DECIMAL(7,2), `ss_net_paid` DECIMAL(7,2),
- |`ss_net_paid_inc_tax` DECIMAL(7,2), `ss_net_profit` DECIMAL(7,2)
+ |`ss_sold_date_sk` INT,
+ |`ss_sold_time_sk` INT,
+ |`ss_item_sk` INT,
+ |`ss_customer_sk` INT,
+ |`ss_cdemo_sk` INT,
+ |`ss_hdemo_sk` INT,
+ |`ss_addr_sk` INT,
+ |`ss_store_sk` INT,
+ |`ss_promo_sk` INT,
+ |`ss_ticket_number` INT,
+ |`ss_quantity` INT,
+ |`ss_wholesale_cost` DECIMAL(7,2),
+ |`ss_list_price` DECIMAL(7,2),
+ |`ss_sales_price` DECIMAL(7,2),
+ |`ss_ext_discount_amt` DECIMAL(7,2),
+ |`ss_ext_sales_price` DECIMAL(7,2),
+ |`ss_ext_wholesale_cost` DECIMAL(7,2),
+ |`ss_ext_list_price` DECIMAL(7,2),
+ |`ss_ext_tax` DECIMAL(7,2),
+ |`ss_coupon_amt` DECIMAL(7,2),
+ |`ss_net_paid` DECIMAL(7,2),
+ |`ss_net_paid_inc_tax` DECIMAL(7,2),
+ |`ss_net_profit` DECIMAL(7,2)
""".stripMargin,
"store_returns" ->
"""
- |`sr_returned_date_sk` BIGINT, `sr_return_time_sk` BIGINT, `sr_item_sk` BIGINT,
- |`sr_customer_sk` BIGINT, `sr_cdemo_sk` BIGINT, `sr_hdemo_sk` BIGINT, `sr_addr_sk` BIGINT,
- |`sr_store_sk` BIGINT, `sr_reason_sk` BIGINT, `sr_ticket_number` BIGINT,
- |`sr_return_quantity` INT, `sr_return_amt` DECIMAL(7,2), `sr_return_tax` DECIMAL(7,2),
- |`sr_return_amt_inc_tax` DECIMAL(7,2), `sr_fee` DECIMAL(7,2),
- |`sr_return_ship_cost` DECIMAL(7,2), `sr_refunded_cash` DECIMAL(7,2),
- |`sr_reversed_charge` DECIMAL(7,2), `sr_store_credit` DECIMAL(7,2),
+ |`sr_returned_date_sk` BIGINT,
+ |`sr_return_time_sk` BIGINT,
+ |`sr_item_sk` BIGINT,
+ |`sr_customer_sk` BIGINT,
+ |`sr_cdemo_sk` BIGINT,
+ |`sr_hdemo_sk` BIGINT,
+ |`sr_addr_sk` BIGINT,
+ |`sr_store_sk` BIGINT,
+ |`sr_reason_sk` BIGINT,
+ |`sr_ticket_number` BIGINT,
+ |`sr_return_quantity` INT,
+ |`sr_return_amt` DECIMAL(7,2),
+ |`sr_return_tax` DECIMAL(7,2),
+ |`sr_return_amt_inc_tax` DECIMAL(7,2),
+ |`sr_fee` DECIMAL(7,2),
+ |`sr_return_ship_cost` DECIMAL(7,2),
+ |`sr_refunded_cash` DECIMAL(7,2),
+ |`sr_reversed_charge` DECIMAL(7,2),
+ |`sr_store_credit` DECIMAL(7,2),
|`sr_net_loss` DECIMAL(7,2)
""".stripMargin,
"catalog_sales" ->
"""
- |`cs_sold_date_sk` INT, `cs_sold_time_sk` INT, `cs_ship_date_sk` INT,
- |`cs_bill_customer_sk` INT, `cs_bill_cdemo_sk` INT, `cs_bill_hdemo_sk` INT,
- |`cs_bill_addr_sk` INT, `cs_ship_customer_sk` INT, `cs_ship_cdemo_sk` INT,
- |`cs_ship_hdemo_sk` INT, `cs_ship_addr_sk` INT, `cs_call_center_sk` INT,
- |`cs_catalog_page_sk` INT, `cs_ship_mode_sk` INT, `cs_warehouse_sk` INT,
- |`cs_item_sk` INT, `cs_promo_sk` INT, `cs_order_number` INT, `cs_quantity` INT,
- |`cs_wholesale_cost` DECIMAL(7,2), `cs_list_price` DECIMAL(7,2),
- |`cs_sales_price` DECIMAL(7,2), `cs_ext_discount_amt` DECIMAL(7,2),
- |`cs_ext_sales_price` DECIMAL(7,2), `cs_ext_wholesale_cost` DECIMAL(7,2),
- |`cs_ext_list_price` DECIMAL(7,2), `cs_ext_tax` DECIMAL(7,2),
- |`cs_coupon_amt` DECIMAL(7,2), `cs_ext_ship_cost` DECIMAL(7,2),
- |`cs_net_paid` DECIMAL(7,2), `cs_net_paid_inc_tax` DECIMAL(7,2),
- |`cs_net_paid_inc_ship` DECIMAL(7,2), `cs_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`cs_sold_date_sk` INT,
+ |`cs_sold_time_sk` INT,
+ |`cs_ship_date_sk` INT,
+ |`cs_bill_customer_sk` INT,
+ |`cs_bill_cdemo_sk` INT,
+ |`cs_bill_hdemo_sk` INT,
+ |`cs_bill_addr_sk` INT,
+ |`cs_ship_customer_sk` INT,
+ |`cs_ship_cdemo_sk` INT,
+ |`cs_ship_hdemo_sk` INT,
+ |`cs_ship_addr_sk` INT,
+ |`cs_call_center_sk` INT,
+ |`cs_catalog_page_sk` INT,
+ |`cs_ship_mode_sk` INT,
+ |`cs_warehouse_sk` INT,
+ |`cs_item_sk` INT,
+ |`cs_promo_sk` INT,
+ |`cs_order_number` INT,
+ |`cs_quantity` INT,
+ |`cs_wholesale_cost` DECIMAL(7,2),
+ |`cs_list_price` DECIMAL(7,2),
+ |`cs_sales_price` DECIMAL(7,2),
+ |`cs_ext_discount_amt` DECIMAL(7,2),
+ |`cs_ext_sales_price` DECIMAL(7,2),
+ |`cs_ext_wholesale_cost` DECIMAL(7,2),
+ |`cs_ext_list_price` DECIMAL(7,2),
+ |`cs_ext_tax` DECIMAL(7,2),
+ |`cs_coupon_amt` DECIMAL(7,2),
+ |`cs_ext_ship_cost` DECIMAL(7,2),
+ |`cs_net_paid` DECIMAL(7,2),
+ |`cs_net_paid_inc_tax` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship_tax` DECIMAL(7,2),
|`cs_net_profit` DECIMAL(7,2)
""".stripMargin,
"catalog_returns" ->
"""
- |`cr_returned_date_sk` INT, `cr_returned_time_sk` INT, `cr_item_sk` INT,
- |`cr_refunded_customer_sk` INT, `cr_refunded_cdemo_sk` INT, `cr_refunded_hdemo_sk` INT,
- |`cr_refunded_addr_sk` INT, `cr_returning_customer_sk` INT, `cr_returning_cdemo_sk` INT,
- |`cr_returning_hdemo_sk` INT, `cr_returning_addr_sk` INT, `cr_call_center_sk` INT,
- |`cr_catalog_page_sk` INT, `cr_ship_mode_sk` INT, `cr_warehouse_sk` INT,
- |`cr_reason_sk` INT,`cr_order_number` INT, `cr_return_quantity` INT,
- |`cr_return_amount` DECIMAL(7,2), `cr_return_tax` DECIMAL(7,2),
- |`cr_return_amt_inc_tax` DECIMAL(7,2), `cr_fee` DECIMAL(7,2),
- |`cr_return_ship_cost` DECIMAL(7,2), `cr_refunded_cash` DECIMAL(7,2),
- |`cr_reversed_charge` DECIMAL(7,2), `cr_store_credit` DECIMAL(7,2),
+ |`cr_returned_date_sk` INT,
+ |`cr_returned_time_sk` INT,
+ |`cr_item_sk` INT,
+ |`cr_refunded_customer_sk` INT,
+ |`cr_refunded_cdemo_sk` INT,
+ |`cr_refunded_hdemo_sk` INT,
+ |`cr_refunded_addr_sk` INT,
+ |`cr_returning_customer_sk` INT,
+ |`cr_returning_cdemo_sk` INT,
+ |`cr_returning_hdemo_sk` INT,
+ |`cr_returning_addr_sk` INT,
+ |`cr_call_center_sk` INT,
+ |`cr_catalog_page_sk` INT,
+ |`cr_ship_mode_sk` INT,
+ |`cr_warehouse_sk` INT,
+ |`cr_reason_sk` INT,`cr_order_number` INT,
+ |`cr_return_quantity` INT,
+ |`cr_return_amount` DECIMAL(7,2),
+ |`cr_return_tax` DECIMAL(7,2),
+ |`cr_return_amt_inc_tax` DECIMAL(7,2),
+ |`cr_fee` DECIMAL(7,2),
+ |`cr_return_ship_cost` DECIMAL(7,2),
+ |`cr_refunded_cash` DECIMAL(7,2),
+ |`cr_reversed_charge` DECIMAL(7,2),
+ |`cr_store_credit` DECIMAL(7,2),
|`cr_net_loss` DECIMAL(7,2)
""".stripMargin,
"web_sales" ->
"""
- |`ws_sold_date_sk` INT, `ws_sold_time_sk` INT, `ws_ship_date_sk` INT, `ws_item_sk` INT,
- |`ws_bill_customer_sk` INT, `ws_bill_cdemo_sk` INT, `ws_bill_hdemo_sk` INT,
- |`ws_bill_addr_sk` INT, `ws_ship_customer_sk` INT, `ws_ship_cdemo_sk` INT,
- |`ws_ship_hdemo_sk` INT, `ws_ship_addr_sk` INT, `ws_web_page_sk` INT,
- |`ws_web_site_sk` INT, `ws_ship_mode_sk` INT, `ws_warehouse_sk` INT, `ws_promo_sk` INT,
- |`ws_order_number` INT, `ws_quantity` INT, `ws_wholesale_cost` DECIMAL(7,2),
- |`ws_list_price` DECIMAL(7,2), `ws_sales_price` DECIMAL(7,2),
- |`ws_ext_discount_amt` DECIMAL(7,2), `ws_ext_sales_price` DECIMAL(7,2),
- |`ws_ext_wholesale_cost` DECIMAL(7,2), `ws_ext_list_price` DECIMAL(7,2),
- |`ws_ext_tax` DECIMAL(7,2), `ws_coupon_amt` DECIMAL(7,2), `ws_ext_ship_cost` DECIMAL(7,2),
- |`ws_net_paid` DECIMAL(7,2), `ws_net_paid_inc_tax` DECIMAL(7,2),
- |`ws_net_paid_inc_ship` DECIMAL(7,2), `ws_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`ws_sold_date_sk` INT,
+ |`ws_sold_time_sk` INT,
+ |`ws_ship_date_sk` INT,
+ |`ws_item_sk` INT,
+ |`ws_bill_customer_sk` INT,
+ |`ws_bill_cdemo_sk` INT,
+ |`ws_bill_hdemo_sk` INT,
+ |`ws_bill_addr_sk` INT,
+ |`ws_ship_customer_sk` INT,
+ |`ws_ship_cdemo_sk` INT,
+ |`ws_ship_hdemo_sk` INT,
+ |`ws_ship_addr_sk` INT,
+ |`ws_web_page_sk` INT,
+ |`ws_web_site_sk` INT,
+ |`ws_ship_mode_sk` INT,
+ |`ws_warehouse_sk` INT,
+ |`ws_promo_sk` INT,
+ |`ws_order_number` INT,
+ |`ws_quantity` INT,
+ |`ws_wholesale_cost` DECIMAL(7,2),
+ |`ws_list_price` DECIMAL(7,2),
+ |`ws_sales_price` DECIMAL(7,2),
+ |`ws_ext_discount_amt` DECIMAL(7,2),
+ |`ws_ext_sales_price` DECIMAL(7,2),
+ |`ws_ext_wholesale_cost` DECIMAL(7,2),
+ |`ws_ext_list_price` DECIMAL(7,2),
+ |`ws_ext_tax` DECIMAL(7,2),
+ |`ws_coupon_amt` DECIMAL(7,2),
+ |`ws_ext_ship_cost` DECIMAL(7,2),
+ |`ws_net_paid` DECIMAL(7,2),
+ |`ws_net_paid_inc_tax` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship_tax` DECIMAL(7,2),
|`ws_net_profit` DECIMAL(7,2)
""".stripMargin,
"web_returns" ->
"""
- |`wr_returned_date_sk` BIGINT, `wr_returned_time_sk` BIGINT, `wr_item_sk` BIGINT,
- |`wr_refunded_customer_sk` BIGINT, `wr_refunded_cdemo_sk` BIGINT,
- |`wr_refunded_hdemo_sk` BIGINT, `wr_refunded_addr_sk` BIGINT,
- |`wr_returning_customer_sk` BIGINT, `wr_returning_cdemo_sk` BIGINT,
- |`wr_returning_hdemo_sk` BIGINT, `wr_returning_addr_sk` BIGINT, `wr_web_page_sk` BIGINT,
- |`wr_reason_sk` BIGINT, `wr_order_number` BIGINT, `wr_return_quantity` INT,
- |`wr_return_amt` DECIMAL(7,2), `wr_return_tax` DECIMAL(7,2),
- |`wr_return_amt_inc_tax` DECIMAL(7,2), `wr_fee` DECIMAL(7,2),
- |`wr_return_ship_cost` DECIMAL(7,2), `wr_refunded_cash` DECIMAL(7,2),
- |`wr_reversed_charge` DECIMAL(7,2), `wr_account_credit` DECIMAL(7,2),
+ |`wr_returned_date_sk` BIGINT,
+ |`wr_returned_time_sk` BIGINT,
+ |`wr_item_sk` BIGINT,
+ |`wr_refunded_customer_sk` BIGINT,
+ |`wr_refunded_cdemo_sk` BIGINT,
+ |`wr_refunded_hdemo_sk` BIGINT,
+ |`wr_refunded_addr_sk` BIGINT,
+ |`wr_returning_customer_sk` BIGINT,
+ |`wr_returning_cdemo_sk` BIGINT,
+ |`wr_returning_hdemo_sk` BIGINT,
+ |`wr_returning_addr_sk` BIGINT,
+ |`wr_web_page_sk` BIGINT,
+ |`wr_reason_sk` BIGINT,
+ |`wr_order_number` BIGINT,
+ |`wr_return_quantity` INT,
+ |`wr_return_amt` DECIMAL(7,2),
+ |`wr_return_tax` DECIMAL(7,2),
+ |`wr_return_amt_inc_tax` DECIMAL(7,2),
+ |`wr_fee` DECIMAL(7,2),
+ |`wr_return_ship_cost` DECIMAL(7,2),
+ |`wr_refunded_cash` DECIMAL(7,2),
+ |`wr_reversed_charge` DECIMAL(7,2),
+ |`wr_account_credit` DECIMAL(7,2),
|`wr_net_loss` DECIMAL(7,2)
""".stripMargin,
"inventory" ->
"""
- |`inv_date_sk` INT, `inv_item_sk` INT, `inv_warehouse_sk` INT,
+ |`inv_date_sk` INT,
+ |`inv_item_sk` INT,
+ |`inv_warehouse_sk` INT,
|`inv_quantity_on_hand` INT
""".stripMargin,
"store" ->
"""
- |`s_store_sk` INT, `s_store_id` STRING, `s_rec_start_date` DATE,
- |`s_rec_end_date` DATE, `s_closed_date_sk` INT, `s_store_name` STRING,
- |`s_number_employees` INT, `s_floor_space` INT, `s_hours` STRING, `s_manager` STRING,
- |`s_market_id` INT, `s_geography_class` STRING, `s_market_desc` STRING,
- |`s_market_manager` STRING, `s_division_id` INT, `s_division_name` STRING,
- |`s_company_id` INT, `s_company_name` STRING, `s_street_number` STRING,
- |`s_street_name` STRING, `s_street_type` STRING, `s_suite_number` STRING, `s_city` STRING,
- |`s_county` STRING, `s_state` STRING, `s_zip` STRING, `s_country` STRING,
- |`s_gmt_offset` DECIMAL(5,2), `s_tax_percentage` DECIMAL(5,2)
+ |`s_store_sk` INT,
+ |`s_store_id` CHAR(16),
+ |`s_rec_start_date` DATE,
+ |`s_rec_end_date` DATE,
+ |`s_closed_date_sk` INT,
+ |`s_store_name` VARCHAR(50),
+ |`s_number_employees` INT,
+ |`s_floor_space` INT,
+ |`s_hours` CHAR(20),
+ |`s_manager` VARCHAR(40),
+ |`s_market_id` INT,
+ |`s_geography_class` VARCHAR(100),
+ |`s_market_desc` VARCHAR(100),
+ |`s_market_manager` VARCHAR(40),
+ |`s_division_id` INT,
+ |`s_division_name` VARCHAR(50),
+ |`s_company_id` INT,
+ |`s_company_name` VARCHAR(50),
+ |`s_street_number` VARCHAR(10),
+ |`s_street_name` VARCHAR(60),
+ |`s_street_type` CHAR(15),
+ |`s_suite_number` CHAR(10),
+ |`s_city` VARCHAR(60),
+ |`s_county` VARCHAR(30),
+ |`s_state` CHAR(2),
+ |`s_zip` CHAR(10),
+ |`s_country` VARCHAR(20),
+ |`s_gmt_offset` DECIMAL(5,2),
+ |`s_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"call_center" ->
"""
- |`cc_call_center_sk` INT, `cc_call_center_id` STRING, `cc_rec_start_date` DATE,
- |`cc_rec_end_date` DATE, `cc_closed_date_sk` INT, `cc_open_date_sk` INT, `cc_name` STRING,
- |`cc_class` STRING, `cc_employees` INT, `cc_sq_ft` INT, `cc_hours` STRING,
- |`cc_manager` STRING, `cc_mkt_id` INT, `cc_mkt_class` STRING, `cc_mkt_desc` STRING,
- |`cc_market_manager` STRING, `cc_division` INT, `cc_division_name` STRING,
- |`cc_company` INT, `cc_company_name` STRING, `cc_street_number` STRING,
- |`cc_street_name` STRING, `cc_street_type` STRING, `cc_suite_number` STRING,
- |`cc_city` STRING, `cc_county` STRING, `cc_state` STRING, `cc_zip` STRING,
- |`cc_country` STRING, `cc_gmt_offset` DECIMAL(5,2), `cc_tax_percentage` DECIMAL(5,2)
+ |`cc_call_center_sk` INT,
+ |`cc_call_center_id` CHAR(16),
+ |`cc_rec_start_date` DATE,
+ |`cc_rec_end_date` DATE,
+ |`cc_closed_date_sk` INT,
+ |`cc_open_date_sk` INT,
+ |`cc_name` VARCHAR(50),
+ |`cc_class` VARCHAR(50),
+ |`cc_employees` INT,
+ |`cc_sq_ft` INT,
+ |`cc_hours` CHAR(20),
+ |`cc_manager` VARCHAR(40),
+ |`cc_mkt_id` INT,
+ |`cc_mkt_class` CHAR(50),
+ |`cc_mkt_desc` VARCHAR(100),
+ |`cc_market_manager` VARCHAR(40),
+ |`cc_division` INT,
+ |`cc_division_name` VARCHAR(50),
+ |`cc_company` INT,
+ |`cc_company_name` CHAR(50),
+ |`cc_street_number` CHAR(10),
+ |`cc_street_name` VARCHAR(60),
+ |`cc_street_type` CHAR(15),
+ |`cc_suite_number` CHAR(10),
+ |`cc_city` VARCHAR(60),
+ |`cc_county` VARCHAR(30),
+ |`cc_state` CHAR(2),
+ |`cc_zip` CHAR(10),
+ |`cc_country` VARCHAR(20),
+ |`cc_gmt_offset` DECIMAL(5,2),
+ |`cc_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"catalog_page" ->
"""
- |`cp_catalog_page_sk` INT, `cp_catalog_page_id` STRING, `cp_start_date_sk` INT,
- |`cp_end_date_sk` INT, `cp_department` STRING, `cp_catalog_number` INT,
- |`cp_catalog_page_number` INT, `cp_description` STRING, `cp_type` STRING
+ |`cp_catalog_page_sk` INT,
+ |`cp_catalog_page_id` CHAR(16),
+ |`cp_start_date_sk` INT,
+ |`cp_end_date_sk` INT,
+ |`cp_department` VARCHAR(50),
+ |`cp_catalog_number` INT,
+ |`cp_catalog_page_number` INT,
+ |`cp_description` VARCHAR(100),
+ |`cp_type` VARCHAR(100)
""".stripMargin,
"web_site" ->
"""
- |`web_site_sk` INT, `web_site_id` STRING, `web_rec_start_date` DATE,
- |`web_rec_end_date` DATE, `web_name` STRING, `web_open_date_sk` INT,
- |`web_close_date_sk` INT, `web_class` STRING, `web_manager` STRING, `web_mkt_id` INT,
- |`web_mkt_class` STRING, `web_mkt_desc` STRING, `web_market_manager` STRING,
- |`web_company_id` INT, `web_company_name` STRING, `web_street_number` STRING,
- |`web_street_name` STRING, `web_street_type` STRING, `web_suite_number` STRING,
- |`web_city` STRING, `web_county` STRING, `web_state` STRING, `web_zip` STRING,
- |`web_country` STRING, `web_gmt_offset` DECIMAL(5,2), `web_tax_percentage` DECIMAL(5,2)
+ |`web_site_sk` INT,
+ |`web_site_id` CHAR(16),
+ |`web_rec_start_date` DATE,
+ |`web_rec_end_date` DATE,
+ |`web_name` VARCHAR(50),
+ |`web_open_date_sk` INT,
+ |`web_close_date_sk` INT,
+ |`web_class` VARCHAR(50),
+ |`web_manager` VARCHAR(40),
+ |`web_mkt_id` INT,
+ |`web_mkt_class` VARCHAR(50),
+ |`web_mkt_desc` VARCHAR(100),
+ |`web_market_manager` VARCHAR(40),
+ |`web_company_id` INT,
+ |`web_company_name` CHAR(50),
+ |`web_street_number` CHAR(10),
+ |`web_street_name` VARCHAR(60),
+ |`web_street_type` CHAR(15),
+ |`web_suite_number` CHAR(10),
+ |`web_city` VARCHAR(60),
+ |`web_county` VARCHAR(30),
+ |`web_state` CHAR(2),
+ |`web_zip` CHAR(10),
+ |`web_country` VARCHAR(20),
+ |`web_gmt_offset` DECIMAL(5,2),
+ |`web_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"web_page" ->
"""
- |`wp_web_page_sk` INT, `wp_web_page_id` STRING,
- |`wp_rec_start_date` DATE, `wp_rec_end_date` DATE, `wp_creation_date_sk` INT,
- |`wp_access_date_sk` INT, `wp_autogen_flag` STRING, `wp_customer_sk` INT,
- |`wp_url` STRING, `wp_type` STRING, `wp_char_count` INT, `wp_link_count` INT,
- |`wp_image_count` INT, `wp_max_ad_count` INT
+ |`wp_web_page_sk` INT,
+ |`wp_web_page_id` CHAR(16),
+ |`wp_rec_start_date` DATE,
+ |`wp_rec_end_date` DATE,
+ |`wp_creation_date_sk` INT,
+ |`wp_access_date_sk` INT,
+ |`wp_autogen_flag` CHAR(1),
+ |`wp_customer_sk` INT,
+ |`wp_url` VARCHAR(100),
+ |`wp_type` CHAR(50),
+ |`wp_char_count` INT,
+ |`wp_link_count` INT,
+ |`wp_image_count` INT,
+ |`wp_max_ad_count` INT
""".stripMargin,
"warehouse" ->
"""
- |`w_warehouse_sk` INT, `w_warehouse_id` STRING, `w_warehouse_name` STRING,
- |`w_warehouse_sq_ft` INT, `w_street_number` STRING, `w_street_name` STRING,
- |`w_street_type` STRING, `w_suite_number` STRING, `w_city` STRING, `w_county` STRING,
- |`w_state` STRING, `w_zip` STRING, `w_country` STRING, `w_gmt_offset` DECIMAL(5,2)
+ |`w_warehouse_sk` INT,
+ |`w_warehouse_id` CHAR(16),
+ |`w_warehouse_name` VARCHAR(20),
+ |`w_warehouse_sq_ft` INT,
+ |`w_street_number` CHAR(10),
+ |`w_street_name` VARCHAR(20),
+ |`w_street_type` CHAR(15),
+ |`w_suite_number` CHAR(10),
+ |`w_city` VARCHAR(60),
+ |`w_county` VARCHAR(30),
+ |`w_state` CHAR(2),
+ |`w_zip` CHAR(10),
+ |`w_country` VARCHAR(20),
+ |`w_gmt_offset` DECIMAL(5,2)
""".stripMargin,
"customer" ->
"""
- |`c_customer_sk` INT, `c_customer_id` STRING, `c_current_cdemo_sk` INT,
- |`c_current_hdemo_sk` INT, `c_current_addr_sk` INT, `c_first_shipto_date_sk` INT,
- |`c_first_sales_date_sk` INT, `c_salutation` STRING, `c_first_name` STRING,
- |`c_last_name` STRING, `c_preferred_cust_flag` STRING, `c_birth_day` INT,
- |`c_birth_month` INT, `c_birth_year` INT, `c_birth_country` STRING, `c_login` STRING,
- |`c_email_address` STRING, `c_last_review_date` INT
+ |`c_customer_sk` INT,
+ |`c_customer_id` CHAR(16),
+ |`c_current_cdemo_sk` INT,
+ |`c_current_hdemo_sk` INT,
+ |`c_current_addr_sk` INT,
+ |`c_first_shipto_date_sk` INT,
+ |`c_first_sales_date_sk` INT,
+ |`c_salutation` CHAR(10),
+ |`c_first_name` CHAR(20),
+ |`c_last_name` CHAR(30),
+ |`c_preferred_cust_flag` CHAR(1),
+ |`c_birth_day` INT,
+ |`c_birth_month` INT,
+ |`c_birth_year` INT,
+ |`c_birth_country` VARCHAR(20),
+ |`c_login` CHAR(13),
+ |`c_email_address` CHAR(50),
+ |`c_last_review_date` INT
""".stripMargin,
"customer_address" ->
"""
- |`ca_address_sk` INT, `ca_address_id` STRING, `ca_street_number` STRING,
- |`ca_street_name` STRING, `ca_street_type` STRING, `ca_suite_number` STRING,
- |`ca_city` STRING, `ca_county` STRING, `ca_state` STRING, `ca_zip` STRING,
- |`ca_country` STRING, `ca_gmt_offset` DECIMAL(5,2), `ca_location_type` STRING
+ |`ca_address_sk` INT,
+ |`ca_address_id` CHAR(16),
+ |`ca_street_number` CHAR(10),
+ |`ca_street_name` VARCHAR(60),
+ |`ca_street_type` CHAR(15),
+ |`ca_suite_number` CHAR(10),
+ |`ca_city` VARCHAR(60),
+ |`ca_county` VARCHAR(30),
+ |`ca_state` CHAR(2),
+ |`ca_zip` CHAR(10),
+ |`ca_country` VARCHAR(20),
+ |`ca_gmt_offset` DECIMAL(5,2),
+ |`ca_location_type` CHAR(20)
""".stripMargin,
"customer_demographics" ->
"""
- |`cd_demo_sk` INT, `cd_gender` STRING, `cd_marital_status` STRING,
- |`cd_education_status` STRING, `cd_purchase_estimate` INT, `cd_credit_rating` STRING,
- |`cd_dep_count` INT, `cd_dep_employed_count` INT, `cd_dep_college_count` INT
+ |`cd_demo_sk` INT,
+ |`cd_gender` CHAR(1),
+ |`cd_marital_status` CHAR(1),
+ |`cd_education_status` CHAR(20),
+ |`cd_purchase_estimate` INT,
+ |`cd_credit_rating` CHAR(10),
+ |`cd_dep_count` INT,
+ |`cd_dep_employed_count` INT,
+ |`cd_dep_college_count` INT
""".stripMargin,
"date_dim" ->
"""
- |`d_date_sk` INT, `d_date_id` STRING, `d_date` DATE,
- |`d_month_seq` INT, `d_week_seq` INT, `d_quarter_seq` INT, `d_year` INT, `d_dow` INT,
- |`d_moy` INT, `d_dom` INT, `d_qoy` INT, `d_fy_year` INT, `d_fy_quarter_seq` INT,
- |`d_fy_week_seq` INT, `d_day_name` STRING, `d_quarter_name` STRING, `d_holiday` STRING,
- |`d_weekend` STRING, `d_following_holiday` STRING, `d_first_dom` INT, `d_last_dom` INT,
- |`d_same_day_ly` INT, `d_same_day_lq` INT, `d_current_day` STRING,
- |`d_current_week` STRING, `d_current_month` STRING, `d_current_quarter` STRING,
- |`d_current_year` STRING
+ |`d_date_sk` INT,
+ |`d_date_id` CHAR(16),
+ |`d_date` DATE,
+ |`d_month_seq` INT,
+ |`d_week_seq` INT,
+ |`d_quarter_seq` INT,
+ |`d_year` INT,
+ |`d_dow` INT,
+ |`d_moy` INT,
+ |`d_dom` INT,
+ |`d_qoy` INT,
+ |`d_fy_year` INT,
+ |`d_fy_quarter_seq` INT,
+ |`d_fy_week_seq` INT,
+ |`d_day_name` CHAR(9),
+ |`d_quarter_name` CHAR(1),
Review comment:
https://github.com/apache/spark/pull/31943
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[GitHub] [spark] AmplabJenkins removed a comment on pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
AmplabJenkins removed a comment on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-755177119
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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
dongjoon-hyun commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r560704741
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q10.sf100/simplified.txt
##########
@@ -1,81 +1,100 @@
TakeOrderedAndProject [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,cnt1,cnt2,cnt3,cnt4,cnt5,cnt6]
- WholeStageCodegen (14)
+ WholeStageCodegen (20)
HashAggregate [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,count] [count(1),cnt1,cnt2,cnt3,cnt4,cnt5,cnt6,count]
InputAdapter
Exchange [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] #1
- WholeStageCodegen (13)
+ WholeStageCodegen (19)
HashAggregate [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] [count,count]
Project [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]
- BroadcastHashJoin [c_current_cdemo_sk,cd_demo_sk]
+ SortMergeJoin [c_current_cdemo_sk,cd_demo_sk]
Review comment:
Oh..
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[GitHub] [spark] SparkQA commented on pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-754341569
Kubernetes integration test starting
URL: https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder-K8s/38199/
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[GitHub] [spark] SparkQA commented on pull request #31012: [WIP][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-757923004
**[Test build #133928 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/133928/testReport)** for PR 31012 at commit [`7078573`](https://github.com/apache/spark/commit/70785738a12b2b713fe11b63ba79a5680e3aa6ab).
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[GitHub] [spark] SparkQA commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-758596313
**[Test build #133964 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/133964/testReport)** for PR 31012 at commit [`1145e67`](https://github.com/apache/spark/commit/1145e677dcb48515668cf51d349e6f256c5e2ac5).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] yaooqinn commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r560050954
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q10.sf100/simplified.txt
##########
@@ -1,81 +1,100 @@
TakeOrderedAndProject [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,cnt1,cnt2,cnt3,cnt4,cnt5,cnt6]
- WholeStageCodegen (14)
+ WholeStageCodegen (20)
HashAggregate [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,count] [count(1),cnt1,cnt2,cnt3,cnt4,cnt5,cnt6,count]
InputAdapter
Exchange [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] #1
- WholeStageCodegen (13)
+ WholeStageCodegen (19)
HashAggregate [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] [count,count]
Project [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]
- BroadcastHashJoin [c_current_cdemo_sk,cd_demo_sk]
+ SortMergeJoin [c_current_cdemo_sk,cd_demo_sk]
Review comment:
unexpected change @cloud-fan
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[GitHub] [spark] maropu commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
maropu commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r560618157
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/TPCDSBase.scala
##########
@@ -51,223 +51,499 @@ trait TPCDSBase extends SharedSparkSession {
private val tableColumns = Map(
"store_sales" ->
"""
- |`ss_sold_date_sk` INT, `ss_sold_time_sk` INT, `ss_item_sk` INT, `ss_customer_sk` INT,
- |`ss_cdemo_sk` INT, `ss_hdemo_sk` INT, `ss_addr_sk` INT, `ss_store_sk` INT,
- |`ss_promo_sk` INT, `ss_ticket_number` INT, `ss_quantity` INT,
- |`ss_wholesale_cost` DECIMAL(7,2), `ss_list_price` DECIMAL(7,2),
- |`ss_sales_price` DECIMAL(7,2), `ss_ext_discount_amt` DECIMAL(7,2),
- |`ss_ext_sales_price` DECIMAL(7,2), `ss_ext_wholesale_cost` DECIMAL(7,2),
- |`ss_ext_list_price` DECIMAL(7,2), `ss_ext_tax` DECIMAL(7,2),
- |`ss_coupon_amt` DECIMAL(7,2), `ss_net_paid` DECIMAL(7,2),
- |`ss_net_paid_inc_tax` DECIMAL(7,2), `ss_net_profit` DECIMAL(7,2)
+ |`ss_sold_date_sk` INT,
+ |`ss_sold_time_sk` INT,
+ |`ss_item_sk` INT,
+ |`ss_customer_sk` INT,
+ |`ss_cdemo_sk` INT,
+ |`ss_hdemo_sk` INT,
+ |`ss_addr_sk` INT,
+ |`ss_store_sk` INT,
+ |`ss_promo_sk` INT,
+ |`ss_ticket_number` INT,
+ |`ss_quantity` INT,
+ |`ss_wholesale_cost` DECIMAL(7,2),
+ |`ss_list_price` DECIMAL(7,2),
+ |`ss_sales_price` DECIMAL(7,2),
+ |`ss_ext_discount_amt` DECIMAL(7,2),
+ |`ss_ext_sales_price` DECIMAL(7,2),
+ |`ss_ext_wholesale_cost` DECIMAL(7,2),
+ |`ss_ext_list_price` DECIMAL(7,2),
+ |`ss_ext_tax` DECIMAL(7,2),
+ |`ss_coupon_amt` DECIMAL(7,2),
+ |`ss_net_paid` DECIMAL(7,2),
+ |`ss_net_paid_inc_tax` DECIMAL(7,2),
+ |`ss_net_profit` DECIMAL(7,2)
""".stripMargin,
"store_returns" ->
"""
- |`sr_returned_date_sk` BIGINT, `sr_return_time_sk` BIGINT, `sr_item_sk` BIGINT,
- |`sr_customer_sk` BIGINT, `sr_cdemo_sk` BIGINT, `sr_hdemo_sk` BIGINT, `sr_addr_sk` BIGINT,
- |`sr_store_sk` BIGINT, `sr_reason_sk` BIGINT, `sr_ticket_number` BIGINT,
- |`sr_return_quantity` INT, `sr_return_amt` DECIMAL(7,2), `sr_return_tax` DECIMAL(7,2),
- |`sr_return_amt_inc_tax` DECIMAL(7,2), `sr_fee` DECIMAL(7,2),
- |`sr_return_ship_cost` DECIMAL(7,2), `sr_refunded_cash` DECIMAL(7,2),
- |`sr_reversed_charge` DECIMAL(7,2), `sr_store_credit` DECIMAL(7,2),
+ |`sr_returned_date_sk` BIGINT,
+ |`sr_return_time_sk` BIGINT,
+ |`sr_item_sk` BIGINT,
+ |`sr_customer_sk` BIGINT,
+ |`sr_cdemo_sk` BIGINT,
+ |`sr_hdemo_sk` BIGINT,
+ |`sr_addr_sk` BIGINT,
+ |`sr_store_sk` BIGINT,
+ |`sr_reason_sk` BIGINT,
+ |`sr_ticket_number` BIGINT,
+ |`sr_return_quantity` INT,
+ |`sr_return_amt` DECIMAL(7,2),
+ |`sr_return_tax` DECIMAL(7,2),
+ |`sr_return_amt_inc_tax` DECIMAL(7,2),
+ |`sr_fee` DECIMAL(7,2),
+ |`sr_return_ship_cost` DECIMAL(7,2),
+ |`sr_refunded_cash` DECIMAL(7,2),
+ |`sr_reversed_charge` DECIMAL(7,2),
+ |`sr_store_credit` DECIMAL(7,2),
|`sr_net_loss` DECIMAL(7,2)
""".stripMargin,
"catalog_sales" ->
"""
- |`cs_sold_date_sk` INT, `cs_sold_time_sk` INT, `cs_ship_date_sk` INT,
- |`cs_bill_customer_sk` INT, `cs_bill_cdemo_sk` INT, `cs_bill_hdemo_sk` INT,
- |`cs_bill_addr_sk` INT, `cs_ship_customer_sk` INT, `cs_ship_cdemo_sk` INT,
- |`cs_ship_hdemo_sk` INT, `cs_ship_addr_sk` INT, `cs_call_center_sk` INT,
- |`cs_catalog_page_sk` INT, `cs_ship_mode_sk` INT, `cs_warehouse_sk` INT,
- |`cs_item_sk` INT, `cs_promo_sk` INT, `cs_order_number` INT, `cs_quantity` INT,
- |`cs_wholesale_cost` DECIMAL(7,2), `cs_list_price` DECIMAL(7,2),
- |`cs_sales_price` DECIMAL(7,2), `cs_ext_discount_amt` DECIMAL(7,2),
- |`cs_ext_sales_price` DECIMAL(7,2), `cs_ext_wholesale_cost` DECIMAL(7,2),
- |`cs_ext_list_price` DECIMAL(7,2), `cs_ext_tax` DECIMAL(7,2),
- |`cs_coupon_amt` DECIMAL(7,2), `cs_ext_ship_cost` DECIMAL(7,2),
- |`cs_net_paid` DECIMAL(7,2), `cs_net_paid_inc_tax` DECIMAL(7,2),
- |`cs_net_paid_inc_ship` DECIMAL(7,2), `cs_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`cs_sold_date_sk` INT,
+ |`cs_sold_time_sk` INT,
+ |`cs_ship_date_sk` INT,
+ |`cs_bill_customer_sk` INT,
+ |`cs_bill_cdemo_sk` INT,
+ |`cs_bill_hdemo_sk` INT,
+ |`cs_bill_addr_sk` INT,
+ |`cs_ship_customer_sk` INT,
+ |`cs_ship_cdemo_sk` INT,
+ |`cs_ship_hdemo_sk` INT,
+ |`cs_ship_addr_sk` INT,
+ |`cs_call_center_sk` INT,
+ |`cs_catalog_page_sk` INT,
+ |`cs_ship_mode_sk` INT,
+ |`cs_warehouse_sk` INT,
+ |`cs_item_sk` INT,
+ |`cs_promo_sk` INT,
+ |`cs_order_number` INT,
+ |`cs_quantity` INT,
+ |`cs_wholesale_cost` DECIMAL(7,2),
+ |`cs_list_price` DECIMAL(7,2),
+ |`cs_sales_price` DECIMAL(7,2),
+ |`cs_ext_discount_amt` DECIMAL(7,2),
+ |`cs_ext_sales_price` DECIMAL(7,2),
+ |`cs_ext_wholesale_cost` DECIMAL(7,2),
+ |`cs_ext_list_price` DECIMAL(7,2),
+ |`cs_ext_tax` DECIMAL(7,2),
+ |`cs_coupon_amt` DECIMAL(7,2),
+ |`cs_ext_ship_cost` DECIMAL(7,2),
+ |`cs_net_paid` DECIMAL(7,2),
+ |`cs_net_paid_inc_tax` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship_tax` DECIMAL(7,2),
|`cs_net_profit` DECIMAL(7,2)
""".stripMargin,
"catalog_returns" ->
"""
- |`cr_returned_date_sk` INT, `cr_returned_time_sk` INT, `cr_item_sk` INT,
- |`cr_refunded_customer_sk` INT, `cr_refunded_cdemo_sk` INT, `cr_refunded_hdemo_sk` INT,
- |`cr_refunded_addr_sk` INT, `cr_returning_customer_sk` INT, `cr_returning_cdemo_sk` INT,
- |`cr_returning_hdemo_sk` INT, `cr_returning_addr_sk` INT, `cr_call_center_sk` INT,
- |`cr_catalog_page_sk` INT, `cr_ship_mode_sk` INT, `cr_warehouse_sk` INT,
- |`cr_reason_sk` INT,`cr_order_number` INT, `cr_return_quantity` INT,
- |`cr_return_amount` DECIMAL(7,2), `cr_return_tax` DECIMAL(7,2),
- |`cr_return_amt_inc_tax` DECIMAL(7,2), `cr_fee` DECIMAL(7,2),
- |`cr_return_ship_cost` DECIMAL(7,2), `cr_refunded_cash` DECIMAL(7,2),
- |`cr_reversed_charge` DECIMAL(7,2), `cr_store_credit` DECIMAL(7,2),
+ |`cr_returned_date_sk` INT,
+ |`cr_returned_time_sk` INT,
+ |`cr_item_sk` INT,
+ |`cr_refunded_customer_sk` INT,
+ |`cr_refunded_cdemo_sk` INT,
+ |`cr_refunded_hdemo_sk` INT,
+ |`cr_refunded_addr_sk` INT,
+ |`cr_returning_customer_sk` INT,
+ |`cr_returning_cdemo_sk` INT,
+ |`cr_returning_hdemo_sk` INT,
+ |`cr_returning_addr_sk` INT,
+ |`cr_call_center_sk` INT,
+ |`cr_catalog_page_sk` INT,
+ |`cr_ship_mode_sk` INT,
+ |`cr_warehouse_sk` INT,
+ |`cr_reason_sk` INT,`cr_order_number` INT,
+ |`cr_return_quantity` INT,
+ |`cr_return_amount` DECIMAL(7,2),
+ |`cr_return_tax` DECIMAL(7,2),
+ |`cr_return_amt_inc_tax` DECIMAL(7,2),
+ |`cr_fee` DECIMAL(7,2),
+ |`cr_return_ship_cost` DECIMAL(7,2),
+ |`cr_refunded_cash` DECIMAL(7,2),
+ |`cr_reversed_charge` DECIMAL(7,2),
+ |`cr_store_credit` DECIMAL(7,2),
|`cr_net_loss` DECIMAL(7,2)
""".stripMargin,
"web_sales" ->
"""
- |`ws_sold_date_sk` INT, `ws_sold_time_sk` INT, `ws_ship_date_sk` INT, `ws_item_sk` INT,
- |`ws_bill_customer_sk` INT, `ws_bill_cdemo_sk` INT, `ws_bill_hdemo_sk` INT,
- |`ws_bill_addr_sk` INT, `ws_ship_customer_sk` INT, `ws_ship_cdemo_sk` INT,
- |`ws_ship_hdemo_sk` INT, `ws_ship_addr_sk` INT, `ws_web_page_sk` INT,
- |`ws_web_site_sk` INT, `ws_ship_mode_sk` INT, `ws_warehouse_sk` INT, `ws_promo_sk` INT,
- |`ws_order_number` INT, `ws_quantity` INT, `ws_wholesale_cost` DECIMAL(7,2),
- |`ws_list_price` DECIMAL(7,2), `ws_sales_price` DECIMAL(7,2),
- |`ws_ext_discount_amt` DECIMAL(7,2), `ws_ext_sales_price` DECIMAL(7,2),
- |`ws_ext_wholesale_cost` DECIMAL(7,2), `ws_ext_list_price` DECIMAL(7,2),
- |`ws_ext_tax` DECIMAL(7,2), `ws_coupon_amt` DECIMAL(7,2), `ws_ext_ship_cost` DECIMAL(7,2),
- |`ws_net_paid` DECIMAL(7,2), `ws_net_paid_inc_tax` DECIMAL(7,2),
- |`ws_net_paid_inc_ship` DECIMAL(7,2), `ws_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`ws_sold_date_sk` INT,
+ |`ws_sold_time_sk` INT,
+ |`ws_ship_date_sk` INT,
+ |`ws_item_sk` INT,
+ |`ws_bill_customer_sk` INT,
+ |`ws_bill_cdemo_sk` INT,
+ |`ws_bill_hdemo_sk` INT,
+ |`ws_bill_addr_sk` INT,
+ |`ws_ship_customer_sk` INT,
+ |`ws_ship_cdemo_sk` INT,
+ |`ws_ship_hdemo_sk` INT,
+ |`ws_ship_addr_sk` INT,
+ |`ws_web_page_sk` INT,
+ |`ws_web_site_sk` INT,
+ |`ws_ship_mode_sk` INT,
+ |`ws_warehouse_sk` INT,
+ |`ws_promo_sk` INT,
+ |`ws_order_number` INT,
+ |`ws_quantity` INT,
+ |`ws_wholesale_cost` DECIMAL(7,2),
+ |`ws_list_price` DECIMAL(7,2),
+ |`ws_sales_price` DECIMAL(7,2),
+ |`ws_ext_discount_amt` DECIMAL(7,2),
+ |`ws_ext_sales_price` DECIMAL(7,2),
+ |`ws_ext_wholesale_cost` DECIMAL(7,2),
+ |`ws_ext_list_price` DECIMAL(7,2),
+ |`ws_ext_tax` DECIMAL(7,2),
+ |`ws_coupon_amt` DECIMAL(7,2),
+ |`ws_ext_ship_cost` DECIMAL(7,2),
+ |`ws_net_paid` DECIMAL(7,2),
+ |`ws_net_paid_inc_tax` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship_tax` DECIMAL(7,2),
|`ws_net_profit` DECIMAL(7,2)
""".stripMargin,
"web_returns" ->
"""
- |`wr_returned_date_sk` BIGINT, `wr_returned_time_sk` BIGINT, `wr_item_sk` BIGINT,
- |`wr_refunded_customer_sk` BIGINT, `wr_refunded_cdemo_sk` BIGINT,
- |`wr_refunded_hdemo_sk` BIGINT, `wr_refunded_addr_sk` BIGINT,
- |`wr_returning_customer_sk` BIGINT, `wr_returning_cdemo_sk` BIGINT,
- |`wr_returning_hdemo_sk` BIGINT, `wr_returning_addr_sk` BIGINT, `wr_web_page_sk` BIGINT,
- |`wr_reason_sk` BIGINT, `wr_order_number` BIGINT, `wr_return_quantity` INT,
- |`wr_return_amt` DECIMAL(7,2), `wr_return_tax` DECIMAL(7,2),
- |`wr_return_amt_inc_tax` DECIMAL(7,2), `wr_fee` DECIMAL(7,2),
- |`wr_return_ship_cost` DECIMAL(7,2), `wr_refunded_cash` DECIMAL(7,2),
- |`wr_reversed_charge` DECIMAL(7,2), `wr_account_credit` DECIMAL(7,2),
+ |`wr_returned_date_sk` BIGINT,
+ |`wr_returned_time_sk` BIGINT,
+ |`wr_item_sk` BIGINT,
+ |`wr_refunded_customer_sk` BIGINT,
+ |`wr_refunded_cdemo_sk` BIGINT,
+ |`wr_refunded_hdemo_sk` BIGINT,
+ |`wr_refunded_addr_sk` BIGINT,
+ |`wr_returning_customer_sk` BIGINT,
+ |`wr_returning_cdemo_sk` BIGINT,
+ |`wr_returning_hdemo_sk` BIGINT,
+ |`wr_returning_addr_sk` BIGINT,
+ |`wr_web_page_sk` BIGINT,
+ |`wr_reason_sk` BIGINT,
+ |`wr_order_number` BIGINT,
+ |`wr_return_quantity` INT,
+ |`wr_return_amt` DECIMAL(7,2),
+ |`wr_return_tax` DECIMAL(7,2),
+ |`wr_return_amt_inc_tax` DECIMAL(7,2),
+ |`wr_fee` DECIMAL(7,2),
+ |`wr_return_ship_cost` DECIMAL(7,2),
+ |`wr_refunded_cash` DECIMAL(7,2),
+ |`wr_reversed_charge` DECIMAL(7,2),
+ |`wr_account_credit` DECIMAL(7,2),
|`wr_net_loss` DECIMAL(7,2)
""".stripMargin,
"inventory" ->
"""
- |`inv_date_sk` INT, `inv_item_sk` INT, `inv_warehouse_sk` INT,
+ |`inv_date_sk` INT,
+ |`inv_item_sk` INT,
+ |`inv_warehouse_sk` INT,
|`inv_quantity_on_hand` INT
""".stripMargin,
"store" ->
"""
- |`s_store_sk` INT, `s_store_id` STRING, `s_rec_start_date` DATE,
- |`s_rec_end_date` DATE, `s_closed_date_sk` INT, `s_store_name` STRING,
- |`s_number_employees` INT, `s_floor_space` INT, `s_hours` STRING, `s_manager` STRING,
- |`s_market_id` INT, `s_geography_class` STRING, `s_market_desc` STRING,
- |`s_market_manager` STRING, `s_division_id` INT, `s_division_name` STRING,
- |`s_company_id` INT, `s_company_name` STRING, `s_street_number` STRING,
- |`s_street_name` STRING, `s_street_type` STRING, `s_suite_number` STRING, `s_city` STRING,
- |`s_county` STRING, `s_state` STRING, `s_zip` STRING, `s_country` STRING,
- |`s_gmt_offset` DECIMAL(5,2), `s_tax_percentage` DECIMAL(5,2)
+ |`s_store_sk` INT,
+ |`s_store_id` char(16),
+ |`s_rec_start_date` DATE,
+ |`s_rec_end_date` DATE,
+ |`s_closed_date_sk` INT,
+ |`s_store_name` varchar(50),
+ |`s_number_employees` INT,
+ |`s_floor_space` INT,
+ |`s_hours` char(20),
+ |`s_manager` varchar(40),
+ |`s_market_id` INT,
+ |`s_geography_class` varchar(100),
+ |`s_market_desc` varchar(100),
+ |`s_market_manager` varchar(40),
+ |`s_division_id` INT,
+ |`s_division_name` varchar(50),
+ |`s_company_id` INT,
+ |`s_company_name` varchar(50),
+ |`s_street_number` varchar(10),
+ |`s_street_name` varchar(60),
+ |`s_street_type` char(15),
+ |`s_suite_number` char(10),
+ |`s_city` varchar(60),
+ |`s_county` varchar(30),
+ |`s_state` char(2),
+ |`s_zip` char(10),
+ |`s_country` varchar(20),
+ |`s_gmt_offset` DECIMAL(5,2),
+ |`s_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"call_center" ->
"""
- |`cc_call_center_sk` INT, `cc_call_center_id` STRING, `cc_rec_start_date` DATE,
- |`cc_rec_end_date` DATE, `cc_closed_date_sk` INT, `cc_open_date_sk` INT, `cc_name` STRING,
- |`cc_class` STRING, `cc_employees` INT, `cc_sq_ft` INT, `cc_hours` STRING,
- |`cc_manager` STRING, `cc_mkt_id` INT, `cc_mkt_class` STRING, `cc_mkt_desc` STRING,
- |`cc_market_manager` STRING, `cc_division` INT, `cc_division_name` STRING,
- |`cc_company` INT, `cc_company_name` STRING, `cc_street_number` STRING,
- |`cc_street_name` STRING, `cc_street_type` STRING, `cc_suite_number` STRING,
- |`cc_city` STRING, `cc_county` STRING, `cc_state` STRING, `cc_zip` STRING,
- |`cc_country` STRING, `cc_gmt_offset` DECIMAL(5,2), `cc_tax_percentage` DECIMAL(5,2)
+ |`cc_call_center_sk` INT,
+ |`cc_call_center_id` char(16),
+ |`cc_rec_start_date` DATE,
+ |`cc_rec_end_date` DATE,
+ |`cc_closed_date_sk` INT,
+ |`cc_open_date_sk` INT,
+ |`cc_name` varchar(50),
+ |`cc_class` varchar(50),
+ |`cc_employees` INT,
+ |`cc_sq_ft` INT,
+ |`cc_hours` char(20),
+ |`cc_manager` varchar(40),
+ |`cc_mkt_id` INT,
+ |`cc_mkt_class` char(50),
+ |`cc_mkt_desc` varchar(100),
+ |`cc_market_manager` varchar(40),
+ |`cc_division` INT,
+ |`cc_division_name` varchar(50),
+ |`cc_company` INT,
+ |`cc_company_name` char(50),
+ |`cc_street_number` char(10),
+ |`cc_street_name` varchar(60),
+ |`cc_street_type` char(15),
+ |`cc_suite_number` char(10),
+ |`cc_city` varchar(60),
+ |`cc_county` varchar(30),
+ |`cc_state` char(2),
+ |`cc_zip` char(10),
+ |`cc_country` varchar(20),
+ |`cc_gmt_offset` DECIMAL(5,2),
+ |`cc_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"catalog_page" ->
"""
- |`cp_catalog_page_sk` INT, `cp_catalog_page_id` STRING, `cp_start_date_sk` INT,
- |`cp_end_date_sk` INT, `cp_department` STRING, `cp_catalog_number` INT,
- |`cp_catalog_page_number` INT, `cp_description` STRING, `cp_type` STRING
+ |`cp_catalog_page_sk` INT,
+ |`cp_catalog_page_id` char(16),
+ |`cp_start_date_sk` INT,
+ |`cp_end_date_sk` INT,
+ |`cp_department` varchar(50),
+ |`cp_catalog_number` INT,
+ |`cp_catalog_page_number` INT,
+ |`cp_description` varchar(100),
+ |`cp_type` varchar(100)
""".stripMargin,
"web_site" ->
"""
- |`web_site_sk` INT, `web_site_id` STRING, `web_rec_start_date` DATE,
- |`web_rec_end_date` DATE, `web_name` STRING, `web_open_date_sk` INT,
- |`web_close_date_sk` INT, `web_class` STRING, `web_manager` STRING, `web_mkt_id` INT,
- |`web_mkt_class` STRING, `web_mkt_desc` STRING, `web_market_manager` STRING,
- |`web_company_id` INT, `web_company_name` STRING, `web_street_number` STRING,
- |`web_street_name` STRING, `web_street_type` STRING, `web_suite_number` STRING,
- |`web_city` STRING, `web_county` STRING, `web_state` STRING, `web_zip` STRING,
- |`web_country` STRING, `web_gmt_offset` DECIMAL(5,2), `web_tax_percentage` DECIMAL(5,2)
+ |`web_site_sk` INT,
+ |`web_site_id` char(16),
+ |`web_rec_start_date` DATE,
+ |`web_rec_end_date` DATE,
+ |`web_name` varchar(50),
+ |`web_open_date_sk` INT,
+ |`web_close_date_sk` INT,
+ |`web_class` varchar(50),
+ |`web_manager` varchar(40),
+ |`web_mkt_id` INT,
+ |`web_mkt_class` varchar(50),
+ |`web_mkt_desc` varchar(100),
+ |`web_market_manager` varchar(40),
+ |`web_company_id` INT,
+ |`web_company_name` char(50),
+ |`web_street_number` char(10),
+ |`web_street_name` varchar(60),
+ |`web_street_type` char(15),
+ |`web_suite_number` char(10),
+ |`web_city` varchar(60),
+ |`web_county` varchar(30),
+ |`web_state` char(2),
+ |`web_zip` char(10),
+ |`web_country` varchar(20),
+ |`web_gmt_offset` DECIMAL(5,2),
+ |`web_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"web_page" ->
"""
- |`wp_web_page_sk` INT, `wp_web_page_id` STRING,
- |`wp_rec_start_date` DATE, `wp_rec_end_date` DATE, `wp_creation_date_sk` INT,
- |`wp_access_date_sk` INT, `wp_autogen_flag` STRING, `wp_customer_sk` INT,
- |`wp_url` STRING, `wp_type` STRING, `wp_char_count` INT, `wp_link_count` INT,
- |`wp_image_count` INT, `wp_max_ad_count` INT
+ |`wp_web_page_sk` INT,
+ |`wp_web_page_id` char(16),
+ |`wp_rec_start_date` DATE,
+ |`wp_rec_end_date` DATE,
+ |`wp_creation_date_sk` INT,
+ |`wp_access_date_sk` INT,
+ |`wp_autogen_flag` char(1),
+ |`wp_customer_sk` INT,
+ |`wp_url` varchar(100),
+ |`wp_type` char(50),
+ |`wp_char_count` INT,
+ |`wp_link_count` INT,
+ |`wp_image_count` INT,
+ |`wp_max_ad_count` INT
""".stripMargin,
"warehouse" ->
"""
- |`w_warehouse_sk` INT, `w_warehouse_id` STRING, `w_warehouse_name` STRING,
- |`w_warehouse_sq_ft` INT, `w_street_number` STRING, `w_street_name` STRING,
- |`w_street_type` STRING, `w_suite_number` STRING, `w_city` STRING, `w_county` STRING,
- |`w_state` STRING, `w_zip` STRING, `w_country` STRING, `w_gmt_offset` DECIMAL(5,2)
+ |`w_warehouse_sk` INT,
+ |`w_warehouse_id` char(16),
+ |`w_warehouse_name` varchar(20),
+ |`w_warehouse_sq_ft` INT,
+ |`w_street_number` char(10),
+ |`w_street_name` varchar(20),
+ |`w_street_type` char(15),
+ |`w_suite_number` char(10),
+ |`w_city` varchar(60),
+ |`w_county` varchar(30),
+ |`w_state` char(2),
+ |`w_zip` char(10),
+ |`w_country` varchar(20),
+ |`w_gmt_offset` DECIMAL(5,2)
""".stripMargin,
"customer" ->
"""
- |`c_customer_sk` INT, `c_customer_id` STRING, `c_current_cdemo_sk` INT,
- |`c_current_hdemo_sk` INT, `c_current_addr_sk` INT, `c_first_shipto_date_sk` INT,
- |`c_first_sales_date_sk` INT, `c_salutation` STRING, `c_first_name` STRING,
- |`c_last_name` STRING, `c_preferred_cust_flag` STRING, `c_birth_day` INT,
- |`c_birth_month` INT, `c_birth_year` INT, `c_birth_country` STRING, `c_login` STRING,
- |`c_email_address` STRING, `c_last_review_date` INT
+ |`c_customer_sk` INT,
+ |`c_customer_id` char(16),
+ |`c_current_cdemo_sk` INT,
+ |`c_current_hdemo_sk` INT,
+ |`c_current_addr_sk` INT,
+ |`c_first_shipto_date_sk` INT,
+ |`c_first_sales_date_sk` INT,
+ |`c_salutation` char(10),
+ |`c_first_name` char(20),
+ |`c_last_name` char(30),
+ |`c_preferred_cust_flag` char(1),
+ |`c_birth_day` INT,
+ |`c_birth_month` INT,
+ |`c_birth_year` INT,
+ |`c_birth_country` varchar(20),
+ |`c_login` char(13),
+ |`c_email_address` char(50),
+ |`c_last_review_date` INT
""".stripMargin,
"customer_address" ->
"""
- |`ca_address_sk` INT, `ca_address_id` STRING, `ca_street_number` STRING,
- |`ca_street_name` STRING, `ca_street_type` STRING, `ca_suite_number` STRING,
- |`ca_city` STRING, `ca_county` STRING, `ca_state` STRING, `ca_zip` STRING,
- |`ca_country` STRING, `ca_gmt_offset` DECIMAL(5,2), `ca_location_type` STRING
+ |`ca_address_sk` INT,
+ |`ca_address_id` char(16),
+ |`ca_street_number` char(10),
+ |`ca_street_name` varchar(60),
+ |`ca_street_type` char(15),
+ |`ca_suite_number` char(10),
+ |`ca_city` varchar(60),
+ |`ca_county` varchar(30),
+ |`ca_state` char(2),
+ |`ca_zip` char(10),
+ |`ca_country` varchar(20),
+ |`ca_gmt_offset` DECIMAL(5,2),
+ |`ca_location_type` char(20)
""".stripMargin,
"customer_demographics" ->
"""
- |`cd_demo_sk` INT, `cd_gender` STRING, `cd_marital_status` STRING,
- |`cd_education_status` STRING, `cd_purchase_estimate` INT, `cd_credit_rating` STRING,
- |`cd_dep_count` INT, `cd_dep_employed_count` INT, `cd_dep_college_count` INT
+ |`cd_demo_sk` INT,
+ |`cd_gender` char(1),
+ |`cd_marital_status` char(1),
+ |`cd_education_status` char(20),
+ |`cd_purchase_estimate` INT,
+ |`cd_credit_rating` char(10),
+ |`cd_dep_count` INT,
+ |`cd_dep_employed_count` INT,
+ |`cd_dep_college_count` INT
""".stripMargin,
"date_dim" ->
"""
- |`d_date_sk` INT, `d_date_id` STRING, `d_date` DATE,
- |`d_month_seq` INT, `d_week_seq` INT, `d_quarter_seq` INT, `d_year` INT, `d_dow` INT,
- |`d_moy` INT, `d_dom` INT, `d_qoy` INT, `d_fy_year` INT, `d_fy_quarter_seq` INT,
- |`d_fy_week_seq` INT, `d_day_name` STRING, `d_quarter_name` STRING, `d_holiday` STRING,
- |`d_weekend` STRING, `d_following_holiday` STRING, `d_first_dom` INT, `d_last_dom` INT,
- |`d_same_day_ly` INT, `d_same_day_lq` INT, `d_current_day` STRING,
- |`d_current_week` STRING, `d_current_month` STRING, `d_current_quarter` STRING,
- |`d_current_year` STRING
+ |`d_date_sk` INT,
+ |`d_date_id` char(16),
+ |`d_date` DATE,
+ |`d_month_seq` INT,
+ |`d_week_seq` INT,
+ |`d_quarter_seq` INT,
+ |`d_year` INT,
+ |`d_dow` INT,
+ |`d_moy` INT,
+ |`d_dom` INT,
+ |`d_qoy` INT,
+ |`d_fy_year` INT,
+ |`d_fy_quarter_seq` INT,
+ |`d_fy_week_seq` INT,
+ |`d_day_name` char(9),
+ |`d_quarter_name` char(1),
+ |`d_holiday` char(1),
+ |`d_weekend` char(1),
+ |`d_following_holiday` char(1),
+ |`d_first_dom` INT,
+ |`d_last_dom` INT,
+ |`d_same_day_ly` INT,
+ |`d_same_day_lq` INT,
+ |`d_current_day` char(1),
+ |`d_current_week` char(1),
+ |`d_current_month` char(1),
+ |`d_current_quarter` char(1),
+ |`d_current_year` char(1)
""".stripMargin,
"household_demographics" ->
"""
- |`hd_demo_sk` INT, `hd_income_band_sk` INT, `hd_buy_potential` STRING, `hd_dep_count` INT,
+ |`hd_demo_sk` INT,
+ |`hd_income_band_sk` INT,
+ |`hd_buy_potential` char(15),
+ |`hd_dep_count` INT,
|`hd_vehicle_count` INT
""".stripMargin,
"item" ->
"""
- |`i_item_sk` INT, `i_item_id` STRING, `i_rec_start_date` DATE,
- |`i_rec_end_date` DATE, `i_item_desc` STRING, `i_current_price` DECIMAL(7,2),
- |`i_wholesale_cost` DECIMAL(7,2), `i_brand_id` INT, `i_brand` STRING, `i_class_id` INT,
- |`i_class` STRING, `i_category_id` INT, `i_category` STRING, `i_manufact_id` INT,
- |`i_manufact` STRING, `i_size` STRING, `i_formulation` STRING, `i_color` STRING,
- |`i_units` STRING, `i_container` STRING, `i_manager_id` INT, `i_product_name` STRING
+ |`i_item_sk` INT,
+ |`i_item_id` char(16),
+ |`i_rec_start_date` DATE,
+ |`i_rec_end_date` DATE,
+ |`i_item_desc` varchar(200),
+ |`i_current_price` DECIMAL(7,2),
+ |`i_wholesale_cost` DECIMAL(7,2),
+ |`i_brand_id` INT,
+ |`i_brand` char(50),
+ |`i_class_id` INT,
+ |`i_class` char(50),
+ |`i_category_id` INT,
+ |`i_category` char(50),
+ |`i_manufact_id` INT,
+ |`i_manufact` char(50),
+ |`i_size` char(20),
+ |`i_formulation` char(20),
+ |`i_color` char(20),
+ |`i_units` char(10),
+ |`i_container` char(10),
+ |`i_manager_id` INT,
+ |`i_product_name` char(50)
""".stripMargin,
"income_band" ->
"""
- |`ib_income_band_sk` INT, `ib_lower_bound` INT, `ib_upper_bound` INT
+ |`ib_income_band_sk` INT,
+ |`ib_lower_bound` INT,
+ |`ib_upper_bound` INT
""".stripMargin,
"promotion" ->
"""
- |`p_promo_sk` INT, `p_promo_id` STRING, `p_start_date_sk` INT, `p_end_date_sk` INT,
- |`p_item_sk` INT, `p_cost` DECIMAL(15,2), `p_response_target` INT, `p_promo_name` STRING,
- |`p_channel_dmail` STRING, `p_channel_email` STRING, `p_channel_catalog` STRING,
- |`p_channel_tv` STRING, `p_channel_radio` STRING, `p_channel_press` STRING,
- |`p_channel_event` STRING, `p_channel_demo` STRING, `p_channel_details` STRING,
- |`p_purpose` STRING, `p_discount_active` STRING
+ |`p_promo_sk` INT,
+ |`p_promo_id` char(16),
+ |`p_start_date_sk` INT,
+ |`p_end_date_sk` INT,
+ |`p_item_sk` INT,
+ |`p_cost` DECIMAL(15,2),
+ |`p_response_target` INT,
+ |`p_promo_name` char(50),
+ |`p_channel_dmail` char(1),
+ |`p_channel_email` char(1),
+ |`p_channel_catalog` char(1),
+ |`p_channel_tv` char(1),
+ |`p_channel_radio` char(1),
+ |`p_channel_press` char(1),
+ |`p_channel_event` char(1),
+ |`p_channel_demo` char(1),
+ |`p_channel_details` varchar(100),
+ |`p_purpose` char(15),
+ |`p_discount_active` char(1)
""".stripMargin,
"reason" ->
"""
- |`r_reason_sk` INT, `r_reason_id` STRING, `r_reason_desc` STRING
+ |`r_reason_sk` INT,
+ |`r_reason_id` char(16),
+ |`r_reason_desc` char(100)
""".stripMargin,
"ship_mode" ->
"""
- |`sm_ship_mode_sk` INT, `sm_ship_mode_id` STRING, `sm_type` STRING, `sm_code` STRING,
- |`sm_carrier` STRING, `sm_contract` STRING
+ |`sm_ship_mode_sk` INT,
+ |`sm_ship_mode_id` char(16),
+ |`sm_type` char(30),
+ |`sm_code` char(10),
+ |`sm_carrier` char(20),
+ |`sm_contract` char(20)
""".stripMargin,
"time_dim" ->
"""
- |`t_time_sk` INT, `t_time_id` STRING, `t_time` INT, `t_hour` INT, `t_minute` INT,
- |`t_second` INT, `t_am_pm` STRING, `t_shift` STRING, `t_sub_shift` STRING,
- |`t_meal_time` STRING
+ |`t_time_sk` INT,
+ |`t_time_id` char(16),
+ |`t_time` INT,
+ |`t_hour` INT,
+ |`t_minute` INT,
+ |`t_second` INT,
+ |`t_am_pm` char(2),
+ |`t_shift` char(20),
+ |`t_sub_shift` char(20),
+ |`t_meal_time` char(20)
Review comment:
nit: `char` -> `CHAR`?
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[GitHub] [spark] SparkQA commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-763836658
**[Test build #134290 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/134290/testReport)** for PR 31012 at commit [`7502623`](https://github.com/apache/spark/commit/750262351920e1bdb82ef91a6b3c9624a8bbcba0).
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[GitHub] [spark] yaooqinn commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
yaooqinn commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r560628135
##########
File path: sql/core/src/test/resources/tpcds-plan-stability/approved-plans-modified/q10.sf100/simplified.txt
##########
@@ -1,81 +1,100 @@
TakeOrderedAndProject [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,cnt1,cnt2,cnt3,cnt4,cnt5,cnt6]
- WholeStageCodegen (14)
+ WholeStageCodegen (20)
HashAggregate [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,count] [count(1),cnt1,cnt2,cnt3,cnt4,cnt5,cnt6,count]
InputAdapter
Exchange [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] #1
- WholeStageCodegen (13)
+ WholeStageCodegen (19)
HashAggregate [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] [count,count]
Project [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]
- BroadcastHashJoin [c_current_cdemo_sk,cd_demo_sk]
+ SortMergeJoin [c_current_cdemo_sk,cd_demo_sk]
Review comment:
I gonna take a look at this
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[GitHub] [spark] maropu commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
maropu commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-763271630
Could you check the other DDL definition for ssb (`SSBQuerySuite`) and tpc-h (`TPCHQuerySuite`)? We need the same change there, too?
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[GitHub] [spark] maropu commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
maropu commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-763266612
IIUC our TPCDS queries refer to v1.4 and v2.7. These DDL stmts are the same with v2.9 ones?
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[GitHub] [spark] maropu commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
maropu commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r599448533
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/TPCDSBase.scala
##########
@@ -51,223 +51,499 @@ trait TPCDSBase extends SharedSparkSession {
private val tableColumns = Map(
"store_sales" ->
"""
- |`ss_sold_date_sk` INT, `ss_sold_time_sk` INT, `ss_item_sk` INT, `ss_customer_sk` INT,
- |`ss_cdemo_sk` INT, `ss_hdemo_sk` INT, `ss_addr_sk` INT, `ss_store_sk` INT,
- |`ss_promo_sk` INT, `ss_ticket_number` INT, `ss_quantity` INT,
- |`ss_wholesale_cost` DECIMAL(7,2), `ss_list_price` DECIMAL(7,2),
- |`ss_sales_price` DECIMAL(7,2), `ss_ext_discount_amt` DECIMAL(7,2),
- |`ss_ext_sales_price` DECIMAL(7,2), `ss_ext_wholesale_cost` DECIMAL(7,2),
- |`ss_ext_list_price` DECIMAL(7,2), `ss_ext_tax` DECIMAL(7,2),
- |`ss_coupon_amt` DECIMAL(7,2), `ss_net_paid` DECIMAL(7,2),
- |`ss_net_paid_inc_tax` DECIMAL(7,2), `ss_net_profit` DECIMAL(7,2)
+ |`ss_sold_date_sk` INT,
+ |`ss_sold_time_sk` INT,
+ |`ss_item_sk` INT,
+ |`ss_customer_sk` INT,
+ |`ss_cdemo_sk` INT,
+ |`ss_hdemo_sk` INT,
+ |`ss_addr_sk` INT,
+ |`ss_store_sk` INT,
+ |`ss_promo_sk` INT,
+ |`ss_ticket_number` INT,
+ |`ss_quantity` INT,
+ |`ss_wholesale_cost` DECIMAL(7,2),
+ |`ss_list_price` DECIMAL(7,2),
+ |`ss_sales_price` DECIMAL(7,2),
+ |`ss_ext_discount_amt` DECIMAL(7,2),
+ |`ss_ext_sales_price` DECIMAL(7,2),
+ |`ss_ext_wholesale_cost` DECIMAL(7,2),
+ |`ss_ext_list_price` DECIMAL(7,2),
+ |`ss_ext_tax` DECIMAL(7,2),
+ |`ss_coupon_amt` DECIMAL(7,2),
+ |`ss_net_paid` DECIMAL(7,2),
+ |`ss_net_paid_inc_tax` DECIMAL(7,2),
+ |`ss_net_profit` DECIMAL(7,2)
""".stripMargin,
"store_returns" ->
"""
- |`sr_returned_date_sk` BIGINT, `sr_return_time_sk` BIGINT, `sr_item_sk` BIGINT,
- |`sr_customer_sk` BIGINT, `sr_cdemo_sk` BIGINT, `sr_hdemo_sk` BIGINT, `sr_addr_sk` BIGINT,
- |`sr_store_sk` BIGINT, `sr_reason_sk` BIGINT, `sr_ticket_number` BIGINT,
- |`sr_return_quantity` INT, `sr_return_amt` DECIMAL(7,2), `sr_return_tax` DECIMAL(7,2),
- |`sr_return_amt_inc_tax` DECIMAL(7,2), `sr_fee` DECIMAL(7,2),
- |`sr_return_ship_cost` DECIMAL(7,2), `sr_refunded_cash` DECIMAL(7,2),
- |`sr_reversed_charge` DECIMAL(7,2), `sr_store_credit` DECIMAL(7,2),
+ |`sr_returned_date_sk` BIGINT,
+ |`sr_return_time_sk` BIGINT,
+ |`sr_item_sk` BIGINT,
+ |`sr_customer_sk` BIGINT,
+ |`sr_cdemo_sk` BIGINT,
+ |`sr_hdemo_sk` BIGINT,
+ |`sr_addr_sk` BIGINT,
+ |`sr_store_sk` BIGINT,
+ |`sr_reason_sk` BIGINT,
+ |`sr_ticket_number` BIGINT,
+ |`sr_return_quantity` INT,
+ |`sr_return_amt` DECIMAL(7,2),
+ |`sr_return_tax` DECIMAL(7,2),
+ |`sr_return_amt_inc_tax` DECIMAL(7,2),
+ |`sr_fee` DECIMAL(7,2),
+ |`sr_return_ship_cost` DECIMAL(7,2),
+ |`sr_refunded_cash` DECIMAL(7,2),
+ |`sr_reversed_charge` DECIMAL(7,2),
+ |`sr_store_credit` DECIMAL(7,2),
|`sr_net_loss` DECIMAL(7,2)
""".stripMargin,
"catalog_sales" ->
"""
- |`cs_sold_date_sk` INT, `cs_sold_time_sk` INT, `cs_ship_date_sk` INT,
- |`cs_bill_customer_sk` INT, `cs_bill_cdemo_sk` INT, `cs_bill_hdemo_sk` INT,
- |`cs_bill_addr_sk` INT, `cs_ship_customer_sk` INT, `cs_ship_cdemo_sk` INT,
- |`cs_ship_hdemo_sk` INT, `cs_ship_addr_sk` INT, `cs_call_center_sk` INT,
- |`cs_catalog_page_sk` INT, `cs_ship_mode_sk` INT, `cs_warehouse_sk` INT,
- |`cs_item_sk` INT, `cs_promo_sk` INT, `cs_order_number` INT, `cs_quantity` INT,
- |`cs_wholesale_cost` DECIMAL(7,2), `cs_list_price` DECIMAL(7,2),
- |`cs_sales_price` DECIMAL(7,2), `cs_ext_discount_amt` DECIMAL(7,2),
- |`cs_ext_sales_price` DECIMAL(7,2), `cs_ext_wholesale_cost` DECIMAL(7,2),
- |`cs_ext_list_price` DECIMAL(7,2), `cs_ext_tax` DECIMAL(7,2),
- |`cs_coupon_amt` DECIMAL(7,2), `cs_ext_ship_cost` DECIMAL(7,2),
- |`cs_net_paid` DECIMAL(7,2), `cs_net_paid_inc_tax` DECIMAL(7,2),
- |`cs_net_paid_inc_ship` DECIMAL(7,2), `cs_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`cs_sold_date_sk` INT,
+ |`cs_sold_time_sk` INT,
+ |`cs_ship_date_sk` INT,
+ |`cs_bill_customer_sk` INT,
+ |`cs_bill_cdemo_sk` INT,
+ |`cs_bill_hdemo_sk` INT,
+ |`cs_bill_addr_sk` INT,
+ |`cs_ship_customer_sk` INT,
+ |`cs_ship_cdemo_sk` INT,
+ |`cs_ship_hdemo_sk` INT,
+ |`cs_ship_addr_sk` INT,
+ |`cs_call_center_sk` INT,
+ |`cs_catalog_page_sk` INT,
+ |`cs_ship_mode_sk` INT,
+ |`cs_warehouse_sk` INT,
+ |`cs_item_sk` INT,
+ |`cs_promo_sk` INT,
+ |`cs_order_number` INT,
+ |`cs_quantity` INT,
+ |`cs_wholesale_cost` DECIMAL(7,2),
+ |`cs_list_price` DECIMAL(7,2),
+ |`cs_sales_price` DECIMAL(7,2),
+ |`cs_ext_discount_amt` DECIMAL(7,2),
+ |`cs_ext_sales_price` DECIMAL(7,2),
+ |`cs_ext_wholesale_cost` DECIMAL(7,2),
+ |`cs_ext_list_price` DECIMAL(7,2),
+ |`cs_ext_tax` DECIMAL(7,2),
+ |`cs_coupon_amt` DECIMAL(7,2),
+ |`cs_ext_ship_cost` DECIMAL(7,2),
+ |`cs_net_paid` DECIMAL(7,2),
+ |`cs_net_paid_inc_tax` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship_tax` DECIMAL(7,2),
|`cs_net_profit` DECIMAL(7,2)
""".stripMargin,
"catalog_returns" ->
"""
- |`cr_returned_date_sk` INT, `cr_returned_time_sk` INT, `cr_item_sk` INT,
- |`cr_refunded_customer_sk` INT, `cr_refunded_cdemo_sk` INT, `cr_refunded_hdemo_sk` INT,
- |`cr_refunded_addr_sk` INT, `cr_returning_customer_sk` INT, `cr_returning_cdemo_sk` INT,
- |`cr_returning_hdemo_sk` INT, `cr_returning_addr_sk` INT, `cr_call_center_sk` INT,
- |`cr_catalog_page_sk` INT, `cr_ship_mode_sk` INT, `cr_warehouse_sk` INT,
- |`cr_reason_sk` INT,`cr_order_number` INT, `cr_return_quantity` INT,
- |`cr_return_amount` DECIMAL(7,2), `cr_return_tax` DECIMAL(7,2),
- |`cr_return_amt_inc_tax` DECIMAL(7,2), `cr_fee` DECIMAL(7,2),
- |`cr_return_ship_cost` DECIMAL(7,2), `cr_refunded_cash` DECIMAL(7,2),
- |`cr_reversed_charge` DECIMAL(7,2), `cr_store_credit` DECIMAL(7,2),
+ |`cr_returned_date_sk` INT,
+ |`cr_returned_time_sk` INT,
+ |`cr_item_sk` INT,
+ |`cr_refunded_customer_sk` INT,
+ |`cr_refunded_cdemo_sk` INT,
+ |`cr_refunded_hdemo_sk` INT,
+ |`cr_refunded_addr_sk` INT,
+ |`cr_returning_customer_sk` INT,
+ |`cr_returning_cdemo_sk` INT,
+ |`cr_returning_hdemo_sk` INT,
+ |`cr_returning_addr_sk` INT,
+ |`cr_call_center_sk` INT,
+ |`cr_catalog_page_sk` INT,
+ |`cr_ship_mode_sk` INT,
+ |`cr_warehouse_sk` INT,
+ |`cr_reason_sk` INT,`cr_order_number` INT,
+ |`cr_return_quantity` INT,
+ |`cr_return_amount` DECIMAL(7,2),
+ |`cr_return_tax` DECIMAL(7,2),
+ |`cr_return_amt_inc_tax` DECIMAL(7,2),
+ |`cr_fee` DECIMAL(7,2),
+ |`cr_return_ship_cost` DECIMAL(7,2),
+ |`cr_refunded_cash` DECIMAL(7,2),
+ |`cr_reversed_charge` DECIMAL(7,2),
+ |`cr_store_credit` DECIMAL(7,2),
|`cr_net_loss` DECIMAL(7,2)
""".stripMargin,
"web_sales" ->
"""
- |`ws_sold_date_sk` INT, `ws_sold_time_sk` INT, `ws_ship_date_sk` INT, `ws_item_sk` INT,
- |`ws_bill_customer_sk` INT, `ws_bill_cdemo_sk` INT, `ws_bill_hdemo_sk` INT,
- |`ws_bill_addr_sk` INT, `ws_ship_customer_sk` INT, `ws_ship_cdemo_sk` INT,
- |`ws_ship_hdemo_sk` INT, `ws_ship_addr_sk` INT, `ws_web_page_sk` INT,
- |`ws_web_site_sk` INT, `ws_ship_mode_sk` INT, `ws_warehouse_sk` INT, `ws_promo_sk` INT,
- |`ws_order_number` INT, `ws_quantity` INT, `ws_wholesale_cost` DECIMAL(7,2),
- |`ws_list_price` DECIMAL(7,2), `ws_sales_price` DECIMAL(7,2),
- |`ws_ext_discount_amt` DECIMAL(7,2), `ws_ext_sales_price` DECIMAL(7,2),
- |`ws_ext_wholesale_cost` DECIMAL(7,2), `ws_ext_list_price` DECIMAL(7,2),
- |`ws_ext_tax` DECIMAL(7,2), `ws_coupon_amt` DECIMAL(7,2), `ws_ext_ship_cost` DECIMAL(7,2),
- |`ws_net_paid` DECIMAL(7,2), `ws_net_paid_inc_tax` DECIMAL(7,2),
- |`ws_net_paid_inc_ship` DECIMAL(7,2), `ws_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`ws_sold_date_sk` INT,
+ |`ws_sold_time_sk` INT,
+ |`ws_ship_date_sk` INT,
+ |`ws_item_sk` INT,
+ |`ws_bill_customer_sk` INT,
+ |`ws_bill_cdemo_sk` INT,
+ |`ws_bill_hdemo_sk` INT,
+ |`ws_bill_addr_sk` INT,
+ |`ws_ship_customer_sk` INT,
+ |`ws_ship_cdemo_sk` INT,
+ |`ws_ship_hdemo_sk` INT,
+ |`ws_ship_addr_sk` INT,
+ |`ws_web_page_sk` INT,
+ |`ws_web_site_sk` INT,
+ |`ws_ship_mode_sk` INT,
+ |`ws_warehouse_sk` INT,
+ |`ws_promo_sk` INT,
+ |`ws_order_number` INT,
+ |`ws_quantity` INT,
+ |`ws_wholesale_cost` DECIMAL(7,2),
+ |`ws_list_price` DECIMAL(7,2),
+ |`ws_sales_price` DECIMAL(7,2),
+ |`ws_ext_discount_amt` DECIMAL(7,2),
+ |`ws_ext_sales_price` DECIMAL(7,2),
+ |`ws_ext_wholesale_cost` DECIMAL(7,2),
+ |`ws_ext_list_price` DECIMAL(7,2),
+ |`ws_ext_tax` DECIMAL(7,2),
+ |`ws_coupon_amt` DECIMAL(7,2),
+ |`ws_ext_ship_cost` DECIMAL(7,2),
+ |`ws_net_paid` DECIMAL(7,2),
+ |`ws_net_paid_inc_tax` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship_tax` DECIMAL(7,2),
|`ws_net_profit` DECIMAL(7,2)
""".stripMargin,
"web_returns" ->
"""
- |`wr_returned_date_sk` BIGINT, `wr_returned_time_sk` BIGINT, `wr_item_sk` BIGINT,
- |`wr_refunded_customer_sk` BIGINT, `wr_refunded_cdemo_sk` BIGINT,
- |`wr_refunded_hdemo_sk` BIGINT, `wr_refunded_addr_sk` BIGINT,
- |`wr_returning_customer_sk` BIGINT, `wr_returning_cdemo_sk` BIGINT,
- |`wr_returning_hdemo_sk` BIGINT, `wr_returning_addr_sk` BIGINT, `wr_web_page_sk` BIGINT,
- |`wr_reason_sk` BIGINT, `wr_order_number` BIGINT, `wr_return_quantity` INT,
- |`wr_return_amt` DECIMAL(7,2), `wr_return_tax` DECIMAL(7,2),
- |`wr_return_amt_inc_tax` DECIMAL(7,2), `wr_fee` DECIMAL(7,2),
- |`wr_return_ship_cost` DECIMAL(7,2), `wr_refunded_cash` DECIMAL(7,2),
- |`wr_reversed_charge` DECIMAL(7,2), `wr_account_credit` DECIMAL(7,2),
+ |`wr_returned_date_sk` BIGINT,
+ |`wr_returned_time_sk` BIGINT,
+ |`wr_item_sk` BIGINT,
+ |`wr_refunded_customer_sk` BIGINT,
+ |`wr_refunded_cdemo_sk` BIGINT,
+ |`wr_refunded_hdemo_sk` BIGINT,
+ |`wr_refunded_addr_sk` BIGINT,
+ |`wr_returning_customer_sk` BIGINT,
+ |`wr_returning_cdemo_sk` BIGINT,
+ |`wr_returning_hdemo_sk` BIGINT,
+ |`wr_returning_addr_sk` BIGINT,
+ |`wr_web_page_sk` BIGINT,
+ |`wr_reason_sk` BIGINT,
+ |`wr_order_number` BIGINT,
+ |`wr_return_quantity` INT,
+ |`wr_return_amt` DECIMAL(7,2),
+ |`wr_return_tax` DECIMAL(7,2),
+ |`wr_return_amt_inc_tax` DECIMAL(7,2),
+ |`wr_fee` DECIMAL(7,2),
+ |`wr_return_ship_cost` DECIMAL(7,2),
+ |`wr_refunded_cash` DECIMAL(7,2),
+ |`wr_reversed_charge` DECIMAL(7,2),
+ |`wr_account_credit` DECIMAL(7,2),
|`wr_net_loss` DECIMAL(7,2)
""".stripMargin,
"inventory" ->
"""
- |`inv_date_sk` INT, `inv_item_sk` INT, `inv_warehouse_sk` INT,
+ |`inv_date_sk` INT,
+ |`inv_item_sk` INT,
+ |`inv_warehouse_sk` INT,
|`inv_quantity_on_hand` INT
""".stripMargin,
"store" ->
"""
- |`s_store_sk` INT, `s_store_id` STRING, `s_rec_start_date` DATE,
- |`s_rec_end_date` DATE, `s_closed_date_sk` INT, `s_store_name` STRING,
- |`s_number_employees` INT, `s_floor_space` INT, `s_hours` STRING, `s_manager` STRING,
- |`s_market_id` INT, `s_geography_class` STRING, `s_market_desc` STRING,
- |`s_market_manager` STRING, `s_division_id` INT, `s_division_name` STRING,
- |`s_company_id` INT, `s_company_name` STRING, `s_street_number` STRING,
- |`s_street_name` STRING, `s_street_type` STRING, `s_suite_number` STRING, `s_city` STRING,
- |`s_county` STRING, `s_state` STRING, `s_zip` STRING, `s_country` STRING,
- |`s_gmt_offset` DECIMAL(5,2), `s_tax_percentage` DECIMAL(5,2)
+ |`s_store_sk` INT,
+ |`s_store_id` CHAR(16),
+ |`s_rec_start_date` DATE,
+ |`s_rec_end_date` DATE,
+ |`s_closed_date_sk` INT,
+ |`s_store_name` VARCHAR(50),
+ |`s_number_employees` INT,
+ |`s_floor_space` INT,
+ |`s_hours` CHAR(20),
+ |`s_manager` VARCHAR(40),
+ |`s_market_id` INT,
+ |`s_geography_class` VARCHAR(100),
+ |`s_market_desc` VARCHAR(100),
+ |`s_market_manager` VARCHAR(40),
+ |`s_division_id` INT,
+ |`s_division_name` VARCHAR(50),
+ |`s_company_id` INT,
+ |`s_company_name` VARCHAR(50),
+ |`s_street_number` VARCHAR(10),
+ |`s_street_name` VARCHAR(60),
+ |`s_street_type` CHAR(15),
+ |`s_suite_number` CHAR(10),
+ |`s_city` VARCHAR(60),
+ |`s_county` VARCHAR(30),
+ |`s_state` CHAR(2),
+ |`s_zip` CHAR(10),
+ |`s_country` VARCHAR(20),
+ |`s_gmt_offset` DECIMAL(5,2),
+ |`s_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"call_center" ->
"""
- |`cc_call_center_sk` INT, `cc_call_center_id` STRING, `cc_rec_start_date` DATE,
- |`cc_rec_end_date` DATE, `cc_closed_date_sk` INT, `cc_open_date_sk` INT, `cc_name` STRING,
- |`cc_class` STRING, `cc_employees` INT, `cc_sq_ft` INT, `cc_hours` STRING,
- |`cc_manager` STRING, `cc_mkt_id` INT, `cc_mkt_class` STRING, `cc_mkt_desc` STRING,
- |`cc_market_manager` STRING, `cc_division` INT, `cc_division_name` STRING,
- |`cc_company` INT, `cc_company_name` STRING, `cc_street_number` STRING,
- |`cc_street_name` STRING, `cc_street_type` STRING, `cc_suite_number` STRING,
- |`cc_city` STRING, `cc_county` STRING, `cc_state` STRING, `cc_zip` STRING,
- |`cc_country` STRING, `cc_gmt_offset` DECIMAL(5,2), `cc_tax_percentage` DECIMAL(5,2)
+ |`cc_call_center_sk` INT,
+ |`cc_call_center_id` CHAR(16),
+ |`cc_rec_start_date` DATE,
+ |`cc_rec_end_date` DATE,
+ |`cc_closed_date_sk` INT,
+ |`cc_open_date_sk` INT,
+ |`cc_name` VARCHAR(50),
+ |`cc_class` VARCHAR(50),
+ |`cc_employees` INT,
+ |`cc_sq_ft` INT,
+ |`cc_hours` CHAR(20),
+ |`cc_manager` VARCHAR(40),
+ |`cc_mkt_id` INT,
+ |`cc_mkt_class` CHAR(50),
+ |`cc_mkt_desc` VARCHAR(100),
+ |`cc_market_manager` VARCHAR(40),
+ |`cc_division` INT,
+ |`cc_division_name` VARCHAR(50),
+ |`cc_company` INT,
+ |`cc_company_name` CHAR(50),
+ |`cc_street_number` CHAR(10),
+ |`cc_street_name` VARCHAR(60),
+ |`cc_street_type` CHAR(15),
+ |`cc_suite_number` CHAR(10),
+ |`cc_city` VARCHAR(60),
+ |`cc_county` VARCHAR(30),
+ |`cc_state` CHAR(2),
+ |`cc_zip` CHAR(10),
+ |`cc_country` VARCHAR(20),
+ |`cc_gmt_offset` DECIMAL(5,2),
+ |`cc_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"catalog_page" ->
"""
- |`cp_catalog_page_sk` INT, `cp_catalog_page_id` STRING, `cp_start_date_sk` INT,
- |`cp_end_date_sk` INT, `cp_department` STRING, `cp_catalog_number` INT,
- |`cp_catalog_page_number` INT, `cp_description` STRING, `cp_type` STRING
+ |`cp_catalog_page_sk` INT,
+ |`cp_catalog_page_id` CHAR(16),
+ |`cp_start_date_sk` INT,
+ |`cp_end_date_sk` INT,
+ |`cp_department` VARCHAR(50),
+ |`cp_catalog_number` INT,
+ |`cp_catalog_page_number` INT,
+ |`cp_description` VARCHAR(100),
+ |`cp_type` VARCHAR(100)
""".stripMargin,
"web_site" ->
"""
- |`web_site_sk` INT, `web_site_id` STRING, `web_rec_start_date` DATE,
- |`web_rec_end_date` DATE, `web_name` STRING, `web_open_date_sk` INT,
- |`web_close_date_sk` INT, `web_class` STRING, `web_manager` STRING, `web_mkt_id` INT,
- |`web_mkt_class` STRING, `web_mkt_desc` STRING, `web_market_manager` STRING,
- |`web_company_id` INT, `web_company_name` STRING, `web_street_number` STRING,
- |`web_street_name` STRING, `web_street_type` STRING, `web_suite_number` STRING,
- |`web_city` STRING, `web_county` STRING, `web_state` STRING, `web_zip` STRING,
- |`web_country` STRING, `web_gmt_offset` DECIMAL(5,2), `web_tax_percentage` DECIMAL(5,2)
+ |`web_site_sk` INT,
+ |`web_site_id` CHAR(16),
+ |`web_rec_start_date` DATE,
+ |`web_rec_end_date` DATE,
+ |`web_name` VARCHAR(50),
+ |`web_open_date_sk` INT,
+ |`web_close_date_sk` INT,
+ |`web_class` VARCHAR(50),
+ |`web_manager` VARCHAR(40),
+ |`web_mkt_id` INT,
+ |`web_mkt_class` VARCHAR(50),
+ |`web_mkt_desc` VARCHAR(100),
+ |`web_market_manager` VARCHAR(40),
+ |`web_company_id` INT,
+ |`web_company_name` CHAR(50),
+ |`web_street_number` CHAR(10),
+ |`web_street_name` VARCHAR(60),
+ |`web_street_type` CHAR(15),
+ |`web_suite_number` CHAR(10),
+ |`web_city` VARCHAR(60),
+ |`web_county` VARCHAR(30),
+ |`web_state` CHAR(2),
+ |`web_zip` CHAR(10),
+ |`web_country` VARCHAR(20),
+ |`web_gmt_offset` DECIMAL(5,2),
+ |`web_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"web_page" ->
"""
- |`wp_web_page_sk` INT, `wp_web_page_id` STRING,
- |`wp_rec_start_date` DATE, `wp_rec_end_date` DATE, `wp_creation_date_sk` INT,
- |`wp_access_date_sk` INT, `wp_autogen_flag` STRING, `wp_customer_sk` INT,
- |`wp_url` STRING, `wp_type` STRING, `wp_char_count` INT, `wp_link_count` INT,
- |`wp_image_count` INT, `wp_max_ad_count` INT
+ |`wp_web_page_sk` INT,
+ |`wp_web_page_id` CHAR(16),
+ |`wp_rec_start_date` DATE,
+ |`wp_rec_end_date` DATE,
+ |`wp_creation_date_sk` INT,
+ |`wp_access_date_sk` INT,
+ |`wp_autogen_flag` CHAR(1),
+ |`wp_customer_sk` INT,
+ |`wp_url` VARCHAR(100),
+ |`wp_type` CHAR(50),
+ |`wp_char_count` INT,
+ |`wp_link_count` INT,
+ |`wp_image_count` INT,
+ |`wp_max_ad_count` INT
""".stripMargin,
"warehouse" ->
"""
- |`w_warehouse_sk` INT, `w_warehouse_id` STRING, `w_warehouse_name` STRING,
- |`w_warehouse_sq_ft` INT, `w_street_number` STRING, `w_street_name` STRING,
- |`w_street_type` STRING, `w_suite_number` STRING, `w_city` STRING, `w_county` STRING,
- |`w_state` STRING, `w_zip` STRING, `w_country` STRING, `w_gmt_offset` DECIMAL(5,2)
+ |`w_warehouse_sk` INT,
+ |`w_warehouse_id` CHAR(16),
+ |`w_warehouse_name` VARCHAR(20),
+ |`w_warehouse_sq_ft` INT,
+ |`w_street_number` CHAR(10),
+ |`w_street_name` VARCHAR(20),
+ |`w_street_type` CHAR(15),
+ |`w_suite_number` CHAR(10),
+ |`w_city` VARCHAR(60),
+ |`w_county` VARCHAR(30),
+ |`w_state` CHAR(2),
+ |`w_zip` CHAR(10),
+ |`w_country` VARCHAR(20),
+ |`w_gmt_offset` DECIMAL(5,2)
""".stripMargin,
"customer" ->
"""
- |`c_customer_sk` INT, `c_customer_id` STRING, `c_current_cdemo_sk` INT,
- |`c_current_hdemo_sk` INT, `c_current_addr_sk` INT, `c_first_shipto_date_sk` INT,
- |`c_first_sales_date_sk` INT, `c_salutation` STRING, `c_first_name` STRING,
- |`c_last_name` STRING, `c_preferred_cust_flag` STRING, `c_birth_day` INT,
- |`c_birth_month` INT, `c_birth_year` INT, `c_birth_country` STRING, `c_login` STRING,
- |`c_email_address` STRING, `c_last_review_date` INT
+ |`c_customer_sk` INT,
+ |`c_customer_id` CHAR(16),
+ |`c_current_cdemo_sk` INT,
+ |`c_current_hdemo_sk` INT,
+ |`c_current_addr_sk` INT,
+ |`c_first_shipto_date_sk` INT,
+ |`c_first_sales_date_sk` INT,
+ |`c_salutation` CHAR(10),
+ |`c_first_name` CHAR(20),
+ |`c_last_name` CHAR(30),
+ |`c_preferred_cust_flag` CHAR(1),
+ |`c_birth_day` INT,
+ |`c_birth_month` INT,
+ |`c_birth_year` INT,
+ |`c_birth_country` VARCHAR(20),
+ |`c_login` CHAR(13),
+ |`c_email_address` CHAR(50),
+ |`c_last_review_date` INT
""".stripMargin,
"customer_address" ->
"""
- |`ca_address_sk` INT, `ca_address_id` STRING, `ca_street_number` STRING,
- |`ca_street_name` STRING, `ca_street_type` STRING, `ca_suite_number` STRING,
- |`ca_city` STRING, `ca_county` STRING, `ca_state` STRING, `ca_zip` STRING,
- |`ca_country` STRING, `ca_gmt_offset` DECIMAL(5,2), `ca_location_type` STRING
+ |`ca_address_sk` INT,
+ |`ca_address_id` CHAR(16),
+ |`ca_street_number` CHAR(10),
+ |`ca_street_name` VARCHAR(60),
+ |`ca_street_type` CHAR(15),
+ |`ca_suite_number` CHAR(10),
+ |`ca_city` VARCHAR(60),
+ |`ca_county` VARCHAR(30),
+ |`ca_state` CHAR(2),
+ |`ca_zip` CHAR(10),
+ |`ca_country` VARCHAR(20),
+ |`ca_gmt_offset` DECIMAL(5,2),
+ |`ca_location_type` CHAR(20)
""".stripMargin,
"customer_demographics" ->
"""
- |`cd_demo_sk` INT, `cd_gender` STRING, `cd_marital_status` STRING,
- |`cd_education_status` STRING, `cd_purchase_estimate` INT, `cd_credit_rating` STRING,
- |`cd_dep_count` INT, `cd_dep_employed_count` INT, `cd_dep_college_count` INT
+ |`cd_demo_sk` INT,
+ |`cd_gender` CHAR(1),
+ |`cd_marital_status` CHAR(1),
+ |`cd_education_status` CHAR(20),
+ |`cd_purchase_estimate` INT,
+ |`cd_credit_rating` CHAR(10),
+ |`cd_dep_count` INT,
+ |`cd_dep_employed_count` INT,
+ |`cd_dep_college_count` INT
""".stripMargin,
"date_dim" ->
"""
- |`d_date_sk` INT, `d_date_id` STRING, `d_date` DATE,
- |`d_month_seq` INT, `d_week_seq` INT, `d_quarter_seq` INT, `d_year` INT, `d_dow` INT,
- |`d_moy` INT, `d_dom` INT, `d_qoy` INT, `d_fy_year` INT, `d_fy_quarter_seq` INT,
- |`d_fy_week_seq` INT, `d_day_name` STRING, `d_quarter_name` STRING, `d_holiday` STRING,
- |`d_weekend` STRING, `d_following_holiday` STRING, `d_first_dom` INT, `d_last_dom` INT,
- |`d_same_day_ly` INT, `d_same_day_lq` INT, `d_current_day` STRING,
- |`d_current_week` STRING, `d_current_month` STRING, `d_current_quarter` STRING,
- |`d_current_year` STRING
+ |`d_date_sk` INT,
+ |`d_date_id` CHAR(16),
+ |`d_date` DATE,
+ |`d_month_seq` INT,
+ |`d_week_seq` INT,
+ |`d_quarter_seq` INT,
+ |`d_year` INT,
+ |`d_dow` INT,
+ |`d_moy` INT,
+ |`d_dom` INT,
+ |`d_qoy` INT,
+ |`d_fy_year` INT,
+ |`d_fy_quarter_seq` INT,
+ |`d_fy_week_seq` INT,
+ |`d_day_name` CHAR(9),
+ |`d_quarter_name` CHAR(1),
Review comment:
I'll fix this in myPR #31886.
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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
dongjoon-hyun commented on a change in pull request #31012:
URL: https://github.com/apache/spark/pull/31012#discussion_r599455933
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/TPCDSBase.scala
##########
@@ -51,223 +51,499 @@ trait TPCDSBase extends SharedSparkSession {
private val tableColumns = Map(
"store_sales" ->
"""
- |`ss_sold_date_sk` INT, `ss_sold_time_sk` INT, `ss_item_sk` INT, `ss_customer_sk` INT,
- |`ss_cdemo_sk` INT, `ss_hdemo_sk` INT, `ss_addr_sk` INT, `ss_store_sk` INT,
- |`ss_promo_sk` INT, `ss_ticket_number` INT, `ss_quantity` INT,
- |`ss_wholesale_cost` DECIMAL(7,2), `ss_list_price` DECIMAL(7,2),
- |`ss_sales_price` DECIMAL(7,2), `ss_ext_discount_amt` DECIMAL(7,2),
- |`ss_ext_sales_price` DECIMAL(7,2), `ss_ext_wholesale_cost` DECIMAL(7,2),
- |`ss_ext_list_price` DECIMAL(7,2), `ss_ext_tax` DECIMAL(7,2),
- |`ss_coupon_amt` DECIMAL(7,2), `ss_net_paid` DECIMAL(7,2),
- |`ss_net_paid_inc_tax` DECIMAL(7,2), `ss_net_profit` DECIMAL(7,2)
+ |`ss_sold_date_sk` INT,
+ |`ss_sold_time_sk` INT,
+ |`ss_item_sk` INT,
+ |`ss_customer_sk` INT,
+ |`ss_cdemo_sk` INT,
+ |`ss_hdemo_sk` INT,
+ |`ss_addr_sk` INT,
+ |`ss_store_sk` INT,
+ |`ss_promo_sk` INT,
+ |`ss_ticket_number` INT,
+ |`ss_quantity` INT,
+ |`ss_wholesale_cost` DECIMAL(7,2),
+ |`ss_list_price` DECIMAL(7,2),
+ |`ss_sales_price` DECIMAL(7,2),
+ |`ss_ext_discount_amt` DECIMAL(7,2),
+ |`ss_ext_sales_price` DECIMAL(7,2),
+ |`ss_ext_wholesale_cost` DECIMAL(7,2),
+ |`ss_ext_list_price` DECIMAL(7,2),
+ |`ss_ext_tax` DECIMAL(7,2),
+ |`ss_coupon_amt` DECIMAL(7,2),
+ |`ss_net_paid` DECIMAL(7,2),
+ |`ss_net_paid_inc_tax` DECIMAL(7,2),
+ |`ss_net_profit` DECIMAL(7,2)
""".stripMargin,
"store_returns" ->
"""
- |`sr_returned_date_sk` BIGINT, `sr_return_time_sk` BIGINT, `sr_item_sk` BIGINT,
- |`sr_customer_sk` BIGINT, `sr_cdemo_sk` BIGINT, `sr_hdemo_sk` BIGINT, `sr_addr_sk` BIGINT,
- |`sr_store_sk` BIGINT, `sr_reason_sk` BIGINT, `sr_ticket_number` BIGINT,
- |`sr_return_quantity` INT, `sr_return_amt` DECIMAL(7,2), `sr_return_tax` DECIMAL(7,2),
- |`sr_return_amt_inc_tax` DECIMAL(7,2), `sr_fee` DECIMAL(7,2),
- |`sr_return_ship_cost` DECIMAL(7,2), `sr_refunded_cash` DECIMAL(7,2),
- |`sr_reversed_charge` DECIMAL(7,2), `sr_store_credit` DECIMAL(7,2),
+ |`sr_returned_date_sk` BIGINT,
+ |`sr_return_time_sk` BIGINT,
+ |`sr_item_sk` BIGINT,
+ |`sr_customer_sk` BIGINT,
+ |`sr_cdemo_sk` BIGINT,
+ |`sr_hdemo_sk` BIGINT,
+ |`sr_addr_sk` BIGINT,
+ |`sr_store_sk` BIGINT,
+ |`sr_reason_sk` BIGINT,
+ |`sr_ticket_number` BIGINT,
+ |`sr_return_quantity` INT,
+ |`sr_return_amt` DECIMAL(7,2),
+ |`sr_return_tax` DECIMAL(7,2),
+ |`sr_return_amt_inc_tax` DECIMAL(7,2),
+ |`sr_fee` DECIMAL(7,2),
+ |`sr_return_ship_cost` DECIMAL(7,2),
+ |`sr_refunded_cash` DECIMAL(7,2),
+ |`sr_reversed_charge` DECIMAL(7,2),
+ |`sr_store_credit` DECIMAL(7,2),
|`sr_net_loss` DECIMAL(7,2)
""".stripMargin,
"catalog_sales" ->
"""
- |`cs_sold_date_sk` INT, `cs_sold_time_sk` INT, `cs_ship_date_sk` INT,
- |`cs_bill_customer_sk` INT, `cs_bill_cdemo_sk` INT, `cs_bill_hdemo_sk` INT,
- |`cs_bill_addr_sk` INT, `cs_ship_customer_sk` INT, `cs_ship_cdemo_sk` INT,
- |`cs_ship_hdemo_sk` INT, `cs_ship_addr_sk` INT, `cs_call_center_sk` INT,
- |`cs_catalog_page_sk` INT, `cs_ship_mode_sk` INT, `cs_warehouse_sk` INT,
- |`cs_item_sk` INT, `cs_promo_sk` INT, `cs_order_number` INT, `cs_quantity` INT,
- |`cs_wholesale_cost` DECIMAL(7,2), `cs_list_price` DECIMAL(7,2),
- |`cs_sales_price` DECIMAL(7,2), `cs_ext_discount_amt` DECIMAL(7,2),
- |`cs_ext_sales_price` DECIMAL(7,2), `cs_ext_wholesale_cost` DECIMAL(7,2),
- |`cs_ext_list_price` DECIMAL(7,2), `cs_ext_tax` DECIMAL(7,2),
- |`cs_coupon_amt` DECIMAL(7,2), `cs_ext_ship_cost` DECIMAL(7,2),
- |`cs_net_paid` DECIMAL(7,2), `cs_net_paid_inc_tax` DECIMAL(7,2),
- |`cs_net_paid_inc_ship` DECIMAL(7,2), `cs_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`cs_sold_date_sk` INT,
+ |`cs_sold_time_sk` INT,
+ |`cs_ship_date_sk` INT,
+ |`cs_bill_customer_sk` INT,
+ |`cs_bill_cdemo_sk` INT,
+ |`cs_bill_hdemo_sk` INT,
+ |`cs_bill_addr_sk` INT,
+ |`cs_ship_customer_sk` INT,
+ |`cs_ship_cdemo_sk` INT,
+ |`cs_ship_hdemo_sk` INT,
+ |`cs_ship_addr_sk` INT,
+ |`cs_call_center_sk` INT,
+ |`cs_catalog_page_sk` INT,
+ |`cs_ship_mode_sk` INT,
+ |`cs_warehouse_sk` INT,
+ |`cs_item_sk` INT,
+ |`cs_promo_sk` INT,
+ |`cs_order_number` INT,
+ |`cs_quantity` INT,
+ |`cs_wholesale_cost` DECIMAL(7,2),
+ |`cs_list_price` DECIMAL(7,2),
+ |`cs_sales_price` DECIMAL(7,2),
+ |`cs_ext_discount_amt` DECIMAL(7,2),
+ |`cs_ext_sales_price` DECIMAL(7,2),
+ |`cs_ext_wholesale_cost` DECIMAL(7,2),
+ |`cs_ext_list_price` DECIMAL(7,2),
+ |`cs_ext_tax` DECIMAL(7,2),
+ |`cs_coupon_amt` DECIMAL(7,2),
+ |`cs_ext_ship_cost` DECIMAL(7,2),
+ |`cs_net_paid` DECIMAL(7,2),
+ |`cs_net_paid_inc_tax` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship` DECIMAL(7,2),
+ |`cs_net_paid_inc_ship_tax` DECIMAL(7,2),
|`cs_net_profit` DECIMAL(7,2)
""".stripMargin,
"catalog_returns" ->
"""
- |`cr_returned_date_sk` INT, `cr_returned_time_sk` INT, `cr_item_sk` INT,
- |`cr_refunded_customer_sk` INT, `cr_refunded_cdemo_sk` INT, `cr_refunded_hdemo_sk` INT,
- |`cr_refunded_addr_sk` INT, `cr_returning_customer_sk` INT, `cr_returning_cdemo_sk` INT,
- |`cr_returning_hdemo_sk` INT, `cr_returning_addr_sk` INT, `cr_call_center_sk` INT,
- |`cr_catalog_page_sk` INT, `cr_ship_mode_sk` INT, `cr_warehouse_sk` INT,
- |`cr_reason_sk` INT,`cr_order_number` INT, `cr_return_quantity` INT,
- |`cr_return_amount` DECIMAL(7,2), `cr_return_tax` DECIMAL(7,2),
- |`cr_return_amt_inc_tax` DECIMAL(7,2), `cr_fee` DECIMAL(7,2),
- |`cr_return_ship_cost` DECIMAL(7,2), `cr_refunded_cash` DECIMAL(7,2),
- |`cr_reversed_charge` DECIMAL(7,2), `cr_store_credit` DECIMAL(7,2),
+ |`cr_returned_date_sk` INT,
+ |`cr_returned_time_sk` INT,
+ |`cr_item_sk` INT,
+ |`cr_refunded_customer_sk` INT,
+ |`cr_refunded_cdemo_sk` INT,
+ |`cr_refunded_hdemo_sk` INT,
+ |`cr_refunded_addr_sk` INT,
+ |`cr_returning_customer_sk` INT,
+ |`cr_returning_cdemo_sk` INT,
+ |`cr_returning_hdemo_sk` INT,
+ |`cr_returning_addr_sk` INT,
+ |`cr_call_center_sk` INT,
+ |`cr_catalog_page_sk` INT,
+ |`cr_ship_mode_sk` INT,
+ |`cr_warehouse_sk` INT,
+ |`cr_reason_sk` INT,`cr_order_number` INT,
+ |`cr_return_quantity` INT,
+ |`cr_return_amount` DECIMAL(7,2),
+ |`cr_return_tax` DECIMAL(7,2),
+ |`cr_return_amt_inc_tax` DECIMAL(7,2),
+ |`cr_fee` DECIMAL(7,2),
+ |`cr_return_ship_cost` DECIMAL(7,2),
+ |`cr_refunded_cash` DECIMAL(7,2),
+ |`cr_reversed_charge` DECIMAL(7,2),
+ |`cr_store_credit` DECIMAL(7,2),
|`cr_net_loss` DECIMAL(7,2)
""".stripMargin,
"web_sales" ->
"""
- |`ws_sold_date_sk` INT, `ws_sold_time_sk` INT, `ws_ship_date_sk` INT, `ws_item_sk` INT,
- |`ws_bill_customer_sk` INT, `ws_bill_cdemo_sk` INT, `ws_bill_hdemo_sk` INT,
- |`ws_bill_addr_sk` INT, `ws_ship_customer_sk` INT, `ws_ship_cdemo_sk` INT,
- |`ws_ship_hdemo_sk` INT, `ws_ship_addr_sk` INT, `ws_web_page_sk` INT,
- |`ws_web_site_sk` INT, `ws_ship_mode_sk` INT, `ws_warehouse_sk` INT, `ws_promo_sk` INT,
- |`ws_order_number` INT, `ws_quantity` INT, `ws_wholesale_cost` DECIMAL(7,2),
- |`ws_list_price` DECIMAL(7,2), `ws_sales_price` DECIMAL(7,2),
- |`ws_ext_discount_amt` DECIMAL(7,2), `ws_ext_sales_price` DECIMAL(7,2),
- |`ws_ext_wholesale_cost` DECIMAL(7,2), `ws_ext_list_price` DECIMAL(7,2),
- |`ws_ext_tax` DECIMAL(7,2), `ws_coupon_amt` DECIMAL(7,2), `ws_ext_ship_cost` DECIMAL(7,2),
- |`ws_net_paid` DECIMAL(7,2), `ws_net_paid_inc_tax` DECIMAL(7,2),
- |`ws_net_paid_inc_ship` DECIMAL(7,2), `ws_net_paid_inc_ship_tax` DECIMAL(7,2),
+ |`ws_sold_date_sk` INT,
+ |`ws_sold_time_sk` INT,
+ |`ws_ship_date_sk` INT,
+ |`ws_item_sk` INT,
+ |`ws_bill_customer_sk` INT,
+ |`ws_bill_cdemo_sk` INT,
+ |`ws_bill_hdemo_sk` INT,
+ |`ws_bill_addr_sk` INT,
+ |`ws_ship_customer_sk` INT,
+ |`ws_ship_cdemo_sk` INT,
+ |`ws_ship_hdemo_sk` INT,
+ |`ws_ship_addr_sk` INT,
+ |`ws_web_page_sk` INT,
+ |`ws_web_site_sk` INT,
+ |`ws_ship_mode_sk` INT,
+ |`ws_warehouse_sk` INT,
+ |`ws_promo_sk` INT,
+ |`ws_order_number` INT,
+ |`ws_quantity` INT,
+ |`ws_wholesale_cost` DECIMAL(7,2),
+ |`ws_list_price` DECIMAL(7,2),
+ |`ws_sales_price` DECIMAL(7,2),
+ |`ws_ext_discount_amt` DECIMAL(7,2),
+ |`ws_ext_sales_price` DECIMAL(7,2),
+ |`ws_ext_wholesale_cost` DECIMAL(7,2),
+ |`ws_ext_list_price` DECIMAL(7,2),
+ |`ws_ext_tax` DECIMAL(7,2),
+ |`ws_coupon_amt` DECIMAL(7,2),
+ |`ws_ext_ship_cost` DECIMAL(7,2),
+ |`ws_net_paid` DECIMAL(7,2),
+ |`ws_net_paid_inc_tax` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship` DECIMAL(7,2),
+ |`ws_net_paid_inc_ship_tax` DECIMAL(7,2),
|`ws_net_profit` DECIMAL(7,2)
""".stripMargin,
"web_returns" ->
"""
- |`wr_returned_date_sk` BIGINT, `wr_returned_time_sk` BIGINT, `wr_item_sk` BIGINT,
- |`wr_refunded_customer_sk` BIGINT, `wr_refunded_cdemo_sk` BIGINT,
- |`wr_refunded_hdemo_sk` BIGINT, `wr_refunded_addr_sk` BIGINT,
- |`wr_returning_customer_sk` BIGINT, `wr_returning_cdemo_sk` BIGINT,
- |`wr_returning_hdemo_sk` BIGINT, `wr_returning_addr_sk` BIGINT, `wr_web_page_sk` BIGINT,
- |`wr_reason_sk` BIGINT, `wr_order_number` BIGINT, `wr_return_quantity` INT,
- |`wr_return_amt` DECIMAL(7,2), `wr_return_tax` DECIMAL(7,2),
- |`wr_return_amt_inc_tax` DECIMAL(7,2), `wr_fee` DECIMAL(7,2),
- |`wr_return_ship_cost` DECIMAL(7,2), `wr_refunded_cash` DECIMAL(7,2),
- |`wr_reversed_charge` DECIMAL(7,2), `wr_account_credit` DECIMAL(7,2),
+ |`wr_returned_date_sk` BIGINT,
+ |`wr_returned_time_sk` BIGINT,
+ |`wr_item_sk` BIGINT,
+ |`wr_refunded_customer_sk` BIGINT,
+ |`wr_refunded_cdemo_sk` BIGINT,
+ |`wr_refunded_hdemo_sk` BIGINT,
+ |`wr_refunded_addr_sk` BIGINT,
+ |`wr_returning_customer_sk` BIGINT,
+ |`wr_returning_cdemo_sk` BIGINT,
+ |`wr_returning_hdemo_sk` BIGINT,
+ |`wr_returning_addr_sk` BIGINT,
+ |`wr_web_page_sk` BIGINT,
+ |`wr_reason_sk` BIGINT,
+ |`wr_order_number` BIGINT,
+ |`wr_return_quantity` INT,
+ |`wr_return_amt` DECIMAL(7,2),
+ |`wr_return_tax` DECIMAL(7,2),
+ |`wr_return_amt_inc_tax` DECIMAL(7,2),
+ |`wr_fee` DECIMAL(7,2),
+ |`wr_return_ship_cost` DECIMAL(7,2),
+ |`wr_refunded_cash` DECIMAL(7,2),
+ |`wr_reversed_charge` DECIMAL(7,2),
+ |`wr_account_credit` DECIMAL(7,2),
|`wr_net_loss` DECIMAL(7,2)
""".stripMargin,
"inventory" ->
"""
- |`inv_date_sk` INT, `inv_item_sk` INT, `inv_warehouse_sk` INT,
+ |`inv_date_sk` INT,
+ |`inv_item_sk` INT,
+ |`inv_warehouse_sk` INT,
|`inv_quantity_on_hand` INT
""".stripMargin,
"store" ->
"""
- |`s_store_sk` INT, `s_store_id` STRING, `s_rec_start_date` DATE,
- |`s_rec_end_date` DATE, `s_closed_date_sk` INT, `s_store_name` STRING,
- |`s_number_employees` INT, `s_floor_space` INT, `s_hours` STRING, `s_manager` STRING,
- |`s_market_id` INT, `s_geography_class` STRING, `s_market_desc` STRING,
- |`s_market_manager` STRING, `s_division_id` INT, `s_division_name` STRING,
- |`s_company_id` INT, `s_company_name` STRING, `s_street_number` STRING,
- |`s_street_name` STRING, `s_street_type` STRING, `s_suite_number` STRING, `s_city` STRING,
- |`s_county` STRING, `s_state` STRING, `s_zip` STRING, `s_country` STRING,
- |`s_gmt_offset` DECIMAL(5,2), `s_tax_percentage` DECIMAL(5,2)
+ |`s_store_sk` INT,
+ |`s_store_id` CHAR(16),
+ |`s_rec_start_date` DATE,
+ |`s_rec_end_date` DATE,
+ |`s_closed_date_sk` INT,
+ |`s_store_name` VARCHAR(50),
+ |`s_number_employees` INT,
+ |`s_floor_space` INT,
+ |`s_hours` CHAR(20),
+ |`s_manager` VARCHAR(40),
+ |`s_market_id` INT,
+ |`s_geography_class` VARCHAR(100),
+ |`s_market_desc` VARCHAR(100),
+ |`s_market_manager` VARCHAR(40),
+ |`s_division_id` INT,
+ |`s_division_name` VARCHAR(50),
+ |`s_company_id` INT,
+ |`s_company_name` VARCHAR(50),
+ |`s_street_number` VARCHAR(10),
+ |`s_street_name` VARCHAR(60),
+ |`s_street_type` CHAR(15),
+ |`s_suite_number` CHAR(10),
+ |`s_city` VARCHAR(60),
+ |`s_county` VARCHAR(30),
+ |`s_state` CHAR(2),
+ |`s_zip` CHAR(10),
+ |`s_country` VARCHAR(20),
+ |`s_gmt_offset` DECIMAL(5,2),
+ |`s_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"call_center" ->
"""
- |`cc_call_center_sk` INT, `cc_call_center_id` STRING, `cc_rec_start_date` DATE,
- |`cc_rec_end_date` DATE, `cc_closed_date_sk` INT, `cc_open_date_sk` INT, `cc_name` STRING,
- |`cc_class` STRING, `cc_employees` INT, `cc_sq_ft` INT, `cc_hours` STRING,
- |`cc_manager` STRING, `cc_mkt_id` INT, `cc_mkt_class` STRING, `cc_mkt_desc` STRING,
- |`cc_market_manager` STRING, `cc_division` INT, `cc_division_name` STRING,
- |`cc_company` INT, `cc_company_name` STRING, `cc_street_number` STRING,
- |`cc_street_name` STRING, `cc_street_type` STRING, `cc_suite_number` STRING,
- |`cc_city` STRING, `cc_county` STRING, `cc_state` STRING, `cc_zip` STRING,
- |`cc_country` STRING, `cc_gmt_offset` DECIMAL(5,2), `cc_tax_percentage` DECIMAL(5,2)
+ |`cc_call_center_sk` INT,
+ |`cc_call_center_id` CHAR(16),
+ |`cc_rec_start_date` DATE,
+ |`cc_rec_end_date` DATE,
+ |`cc_closed_date_sk` INT,
+ |`cc_open_date_sk` INT,
+ |`cc_name` VARCHAR(50),
+ |`cc_class` VARCHAR(50),
+ |`cc_employees` INT,
+ |`cc_sq_ft` INT,
+ |`cc_hours` CHAR(20),
+ |`cc_manager` VARCHAR(40),
+ |`cc_mkt_id` INT,
+ |`cc_mkt_class` CHAR(50),
+ |`cc_mkt_desc` VARCHAR(100),
+ |`cc_market_manager` VARCHAR(40),
+ |`cc_division` INT,
+ |`cc_division_name` VARCHAR(50),
+ |`cc_company` INT,
+ |`cc_company_name` CHAR(50),
+ |`cc_street_number` CHAR(10),
+ |`cc_street_name` VARCHAR(60),
+ |`cc_street_type` CHAR(15),
+ |`cc_suite_number` CHAR(10),
+ |`cc_city` VARCHAR(60),
+ |`cc_county` VARCHAR(30),
+ |`cc_state` CHAR(2),
+ |`cc_zip` CHAR(10),
+ |`cc_country` VARCHAR(20),
+ |`cc_gmt_offset` DECIMAL(5,2),
+ |`cc_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"catalog_page" ->
"""
- |`cp_catalog_page_sk` INT, `cp_catalog_page_id` STRING, `cp_start_date_sk` INT,
- |`cp_end_date_sk` INT, `cp_department` STRING, `cp_catalog_number` INT,
- |`cp_catalog_page_number` INT, `cp_description` STRING, `cp_type` STRING
+ |`cp_catalog_page_sk` INT,
+ |`cp_catalog_page_id` CHAR(16),
+ |`cp_start_date_sk` INT,
+ |`cp_end_date_sk` INT,
+ |`cp_department` VARCHAR(50),
+ |`cp_catalog_number` INT,
+ |`cp_catalog_page_number` INT,
+ |`cp_description` VARCHAR(100),
+ |`cp_type` VARCHAR(100)
""".stripMargin,
"web_site" ->
"""
- |`web_site_sk` INT, `web_site_id` STRING, `web_rec_start_date` DATE,
- |`web_rec_end_date` DATE, `web_name` STRING, `web_open_date_sk` INT,
- |`web_close_date_sk` INT, `web_class` STRING, `web_manager` STRING, `web_mkt_id` INT,
- |`web_mkt_class` STRING, `web_mkt_desc` STRING, `web_market_manager` STRING,
- |`web_company_id` INT, `web_company_name` STRING, `web_street_number` STRING,
- |`web_street_name` STRING, `web_street_type` STRING, `web_suite_number` STRING,
- |`web_city` STRING, `web_county` STRING, `web_state` STRING, `web_zip` STRING,
- |`web_country` STRING, `web_gmt_offset` DECIMAL(5,2), `web_tax_percentage` DECIMAL(5,2)
+ |`web_site_sk` INT,
+ |`web_site_id` CHAR(16),
+ |`web_rec_start_date` DATE,
+ |`web_rec_end_date` DATE,
+ |`web_name` VARCHAR(50),
+ |`web_open_date_sk` INT,
+ |`web_close_date_sk` INT,
+ |`web_class` VARCHAR(50),
+ |`web_manager` VARCHAR(40),
+ |`web_mkt_id` INT,
+ |`web_mkt_class` VARCHAR(50),
+ |`web_mkt_desc` VARCHAR(100),
+ |`web_market_manager` VARCHAR(40),
+ |`web_company_id` INT,
+ |`web_company_name` CHAR(50),
+ |`web_street_number` CHAR(10),
+ |`web_street_name` VARCHAR(60),
+ |`web_street_type` CHAR(15),
+ |`web_suite_number` CHAR(10),
+ |`web_city` VARCHAR(60),
+ |`web_county` VARCHAR(30),
+ |`web_state` CHAR(2),
+ |`web_zip` CHAR(10),
+ |`web_country` VARCHAR(20),
+ |`web_gmt_offset` DECIMAL(5,2),
+ |`web_tax_percentage` DECIMAL(5,2)
""".stripMargin,
"web_page" ->
"""
- |`wp_web_page_sk` INT, `wp_web_page_id` STRING,
- |`wp_rec_start_date` DATE, `wp_rec_end_date` DATE, `wp_creation_date_sk` INT,
- |`wp_access_date_sk` INT, `wp_autogen_flag` STRING, `wp_customer_sk` INT,
- |`wp_url` STRING, `wp_type` STRING, `wp_char_count` INT, `wp_link_count` INT,
- |`wp_image_count` INT, `wp_max_ad_count` INT
+ |`wp_web_page_sk` INT,
+ |`wp_web_page_id` CHAR(16),
+ |`wp_rec_start_date` DATE,
+ |`wp_rec_end_date` DATE,
+ |`wp_creation_date_sk` INT,
+ |`wp_access_date_sk` INT,
+ |`wp_autogen_flag` CHAR(1),
+ |`wp_customer_sk` INT,
+ |`wp_url` VARCHAR(100),
+ |`wp_type` CHAR(50),
+ |`wp_char_count` INT,
+ |`wp_link_count` INT,
+ |`wp_image_count` INT,
+ |`wp_max_ad_count` INT
""".stripMargin,
"warehouse" ->
"""
- |`w_warehouse_sk` INT, `w_warehouse_id` STRING, `w_warehouse_name` STRING,
- |`w_warehouse_sq_ft` INT, `w_street_number` STRING, `w_street_name` STRING,
- |`w_street_type` STRING, `w_suite_number` STRING, `w_city` STRING, `w_county` STRING,
- |`w_state` STRING, `w_zip` STRING, `w_country` STRING, `w_gmt_offset` DECIMAL(5,2)
+ |`w_warehouse_sk` INT,
+ |`w_warehouse_id` CHAR(16),
+ |`w_warehouse_name` VARCHAR(20),
+ |`w_warehouse_sq_ft` INT,
+ |`w_street_number` CHAR(10),
+ |`w_street_name` VARCHAR(20),
+ |`w_street_type` CHAR(15),
+ |`w_suite_number` CHAR(10),
+ |`w_city` VARCHAR(60),
+ |`w_county` VARCHAR(30),
+ |`w_state` CHAR(2),
+ |`w_zip` CHAR(10),
+ |`w_country` VARCHAR(20),
+ |`w_gmt_offset` DECIMAL(5,2)
""".stripMargin,
"customer" ->
"""
- |`c_customer_sk` INT, `c_customer_id` STRING, `c_current_cdemo_sk` INT,
- |`c_current_hdemo_sk` INT, `c_current_addr_sk` INT, `c_first_shipto_date_sk` INT,
- |`c_first_sales_date_sk` INT, `c_salutation` STRING, `c_first_name` STRING,
- |`c_last_name` STRING, `c_preferred_cust_flag` STRING, `c_birth_day` INT,
- |`c_birth_month` INT, `c_birth_year` INT, `c_birth_country` STRING, `c_login` STRING,
- |`c_email_address` STRING, `c_last_review_date` INT
+ |`c_customer_sk` INT,
+ |`c_customer_id` CHAR(16),
+ |`c_current_cdemo_sk` INT,
+ |`c_current_hdemo_sk` INT,
+ |`c_current_addr_sk` INT,
+ |`c_first_shipto_date_sk` INT,
+ |`c_first_sales_date_sk` INT,
+ |`c_salutation` CHAR(10),
+ |`c_first_name` CHAR(20),
+ |`c_last_name` CHAR(30),
+ |`c_preferred_cust_flag` CHAR(1),
+ |`c_birth_day` INT,
+ |`c_birth_month` INT,
+ |`c_birth_year` INT,
+ |`c_birth_country` VARCHAR(20),
+ |`c_login` CHAR(13),
+ |`c_email_address` CHAR(50),
+ |`c_last_review_date` INT
""".stripMargin,
"customer_address" ->
"""
- |`ca_address_sk` INT, `ca_address_id` STRING, `ca_street_number` STRING,
- |`ca_street_name` STRING, `ca_street_type` STRING, `ca_suite_number` STRING,
- |`ca_city` STRING, `ca_county` STRING, `ca_state` STRING, `ca_zip` STRING,
- |`ca_country` STRING, `ca_gmt_offset` DECIMAL(5,2), `ca_location_type` STRING
+ |`ca_address_sk` INT,
+ |`ca_address_id` CHAR(16),
+ |`ca_street_number` CHAR(10),
+ |`ca_street_name` VARCHAR(60),
+ |`ca_street_type` CHAR(15),
+ |`ca_suite_number` CHAR(10),
+ |`ca_city` VARCHAR(60),
+ |`ca_county` VARCHAR(30),
+ |`ca_state` CHAR(2),
+ |`ca_zip` CHAR(10),
+ |`ca_country` VARCHAR(20),
+ |`ca_gmt_offset` DECIMAL(5,2),
+ |`ca_location_type` CHAR(20)
""".stripMargin,
"customer_demographics" ->
"""
- |`cd_demo_sk` INT, `cd_gender` STRING, `cd_marital_status` STRING,
- |`cd_education_status` STRING, `cd_purchase_estimate` INT, `cd_credit_rating` STRING,
- |`cd_dep_count` INT, `cd_dep_employed_count` INT, `cd_dep_college_count` INT
+ |`cd_demo_sk` INT,
+ |`cd_gender` CHAR(1),
+ |`cd_marital_status` CHAR(1),
+ |`cd_education_status` CHAR(20),
+ |`cd_purchase_estimate` INT,
+ |`cd_credit_rating` CHAR(10),
+ |`cd_dep_count` INT,
+ |`cd_dep_employed_count` INT,
+ |`cd_dep_college_count` INT
""".stripMargin,
"date_dim" ->
"""
- |`d_date_sk` INT, `d_date_id` STRING, `d_date` DATE,
- |`d_month_seq` INT, `d_week_seq` INT, `d_quarter_seq` INT, `d_year` INT, `d_dow` INT,
- |`d_moy` INT, `d_dom` INT, `d_qoy` INT, `d_fy_year` INT, `d_fy_quarter_seq` INT,
- |`d_fy_week_seq` INT, `d_day_name` STRING, `d_quarter_name` STRING, `d_holiday` STRING,
- |`d_weekend` STRING, `d_following_holiday` STRING, `d_first_dom` INT, `d_last_dom` INT,
- |`d_same_day_ly` INT, `d_same_day_lq` INT, `d_current_day` STRING,
- |`d_current_week` STRING, `d_current_month` STRING, `d_current_quarter` STRING,
- |`d_current_year` STRING
+ |`d_date_sk` INT,
+ |`d_date_id` CHAR(16),
+ |`d_date` DATE,
+ |`d_month_seq` INT,
+ |`d_week_seq` INT,
+ |`d_quarter_seq` INT,
+ |`d_year` INT,
+ |`d_dow` INT,
+ |`d_moy` INT,
+ |`d_dom` INT,
+ |`d_qoy` INT,
+ |`d_fy_year` INT,
+ |`d_fy_quarter_seq` INT,
+ |`d_fy_week_seq` INT,
+ |`d_day_name` CHAR(9),
+ |`d_quarter_name` CHAR(1),
Review comment:
Can we do that separately becuase #31886 is about adding a new GitHub Action job?
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[GitHub] [spark] AmplabJenkins commented on pull request #31012: [SPARK-34083][SQL] Using TPCDS original definitions for char/varchar columns
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on pull request #31012:
URL: https://github.com/apache/spark/pull/31012#issuecomment-758596464
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