== Physical Plan ==
* HashAggregate (41)
+- * CometColumnarToRow (40)
   +- CometColumnarExchange (39)
      +- * HashAggregate (38)
         +- * HashAggregate (37)
            +- * CometColumnarToRow (36)
               +- CometHashAggregate (35)
                  +- CometProject (34)
                     +- CometBroadcastHashJoin (33)
                        :- CometProject (28)
                        :  +- CometBroadcastHashJoin (27)
                        :     :- CometProject (22)
                        :     :  +- CometBroadcastHashJoin (21)
                        :     :     :- CometSortMergeJoin (16)
                        :     :     :  :- CometProject (11)
                        :     :     :  :  +- CometSortMergeJoin (10)
                        :     :     :  :     :- CometSort (5)
                        :     :     :  :     :  +- CometExchange (4)
                        :     :     :  :     :     +- CometProject (3)
                        :     :     :  :     :        +- CometFilter (2)
                        :     :     :  :     :           +- CometScan [native_iceberg_compat] parquet spark_catalog.default.web_sales (1)
                        :     :     :  :     +- CometSort (9)
                        :     :     :  :        +- CometExchange (8)
                        :     :     :  :           +- CometProject (7)
                        :     :     :  :              +- CometScan [native_iceberg_compat] parquet spark_catalog.default.web_sales (6)
                        :     :     :  +- CometSort (15)
                        :     :     :     +- CometExchange (14)
                        :     :     :        +- CometProject (13)
                        :     :     :           +- CometScan [native_iceberg_compat] parquet spark_catalog.default.web_returns (12)
                        :     :     +- CometBroadcastExchange (20)
                        :     :        +- CometProject (19)
                        :     :           +- CometFilter (18)
                        :     :              +- CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim (17)
                        :     +- CometBroadcastExchange (26)
                        :        +- CometProject (25)
                        :           +- CometFilter (24)
                        :              +- CometScan [native_iceberg_compat] parquet spark_catalog.default.customer_address (23)
                        +- CometBroadcastExchange (32)
                           +- CometProject (31)
                              +- CometFilter (30)
                                 +- CometScan [native_iceberg_compat] parquet spark_catalog.default.web_site (29)


(1) CometScan [native_iceberg_compat] parquet spark_catalog.default.web_sales
Output [8]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, ws_sold_date_sk#8]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
PushedFilters: [IsNotNull(ws_ship_date_sk), IsNotNull(ws_ship_addr_sk), IsNotNull(ws_web_site_sk)]
ReadSchema: struct<ws_ship_date_sk:int,ws_ship_addr_sk:int,ws_web_site_sk:int,ws_warehouse_sk:int,ws_order_number:int,ws_ext_ship_cost:decimal(7,2),ws_net_profit:decimal(7,2)>

(2) CometFilter
Input [8]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, ws_sold_date_sk#8]
Condition : ((isnotnull(ws_ship_date_sk#1) AND isnotnull(ws_ship_addr_sk#2)) AND isnotnull(ws_web_site_sk#3))

(3) CometProject
Input [8]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, ws_sold_date_sk#8]
Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]

(4) CometExchange
Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Arguments: hashpartitioning(ws_order_number#5, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=1]

(5) CometSort
Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_order_number#5 ASC NULLS FIRST]

(6) CometScan [native_iceberg_compat] parquet spark_catalog.default.web_sales
Output [3]: [ws_warehouse_sk#9, ws_order_number#10, ws_sold_date_sk#11]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
ReadSchema: struct<ws_warehouse_sk:int,ws_order_number:int>

(7) CometProject
Input [3]: [ws_warehouse_sk#9, ws_order_number#10, ws_sold_date_sk#11]
Arguments: [ws_warehouse_sk#9, ws_order_number#10], [ws_warehouse_sk#9, ws_order_number#10]

(8) CometExchange
Input [2]: [ws_warehouse_sk#9, ws_order_number#10]
Arguments: hashpartitioning(ws_order_number#10, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2]

(9) CometSort
Input [2]: [ws_warehouse_sk#9, ws_order_number#10]
Arguments: [ws_warehouse_sk#9, ws_order_number#10], [ws_order_number#10 ASC NULLS FIRST]

(10) CometSortMergeJoin
Left output [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Right output [2]: [ws_warehouse_sk#9, ws_order_number#10]
Arguments: [ws_order_number#5], [ws_order_number#10], LeftSemi, NOT (ws_warehouse_sk#4 = ws_warehouse_sk#9)

(11) CometProject
Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]

(12) CometScan [native_iceberg_compat] parquet spark_catalog.default.web_returns
Output [2]: [wr_order_number#12, wr_returned_date_sk#13]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_returns]
ReadSchema: struct<wr_order_number:int>

(13) CometProject
Input [2]: [wr_order_number#12, wr_returned_date_sk#13]
Arguments: [wr_order_number#12], [wr_order_number#12]

(14) CometExchange
Input [1]: [wr_order_number#12]
Arguments: hashpartitioning(wr_order_number#12, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3]

(15) CometSort
Input [1]: [wr_order_number#12]
Arguments: [wr_order_number#12], [wr_order_number#12 ASC NULLS FIRST]

(16) CometSortMergeJoin
Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Right output [1]: [wr_order_number#12]
Arguments: [ws_order_number#5], [wr_order_number#12], LeftAnti

(17) CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim
Output [2]: [d_date_sk#14, d_date#15]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,1999-02-01), LessThanOrEqual(d_date,1999-04-02), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_date:date>

(18) CometFilter
Input [2]: [d_date_sk#14, d_date#15]
Condition : (((isnotnull(d_date#15) AND (d_date#15 >= 1999-02-01)) AND (d_date#15 <= 1999-04-02)) AND isnotnull(d_date_sk#14))

(19) CometProject
Input [2]: [d_date_sk#14, d_date#15]
Arguments: [d_date_sk#14], [d_date_sk#14]

(20) CometBroadcastExchange
Input [1]: [d_date_sk#14]
Arguments: [d_date_sk#14]

(21) CometBroadcastHashJoin
Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Right output [1]: [d_date_sk#14]
Arguments: [ws_ship_date_sk#1], [d_date_sk#14], Inner, BuildRight

(22) CometProject
Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, d_date_sk#14]
Arguments: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]

(23) CometScan [native_iceberg_compat] parquet spark_catalog.default.customer_address
Output [2]: [ca_address_sk#16, ca_state#17]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_address]
PushedFilters: [IsNotNull(ca_state), IsNotNull(ca_address_sk)]
ReadSchema: struct<ca_address_sk:int,ca_state:string>

(24) CometFilter
Input [2]: [ca_address_sk#16, ca_state#17]
Condition : ((isnotnull(ca_state#17) AND (static_invoke(CharVarcharCodegenUtils.readSidePadding(ca_state#17, 2)) = IL)) AND isnotnull(ca_address_sk#16))

(25) CometProject
Input [2]: [ca_address_sk#16, ca_state#17]
Arguments: [ca_address_sk#16], [ca_address_sk#16]

(26) CometBroadcastExchange
Input [1]: [ca_address_sk#16]
Arguments: [ca_address_sk#16]

(27) CometBroadcastHashJoin
Left output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Right output [1]: [ca_address_sk#16]
Arguments: [ws_ship_addr_sk#2], [ca_address_sk#16], Inner, BuildRight

(28) CometProject
Input [6]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, ca_address_sk#16]
Arguments: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]

(29) CometScan [native_iceberg_compat] parquet spark_catalog.default.web_site
Output [2]: [web_site_sk#18, web_company_name#19]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_site]
PushedFilters: [IsNotNull(web_company_name), IsNotNull(web_site_sk)]
ReadSchema: struct<web_site_sk:int,web_company_name:string>

(30) CometFilter
Input [2]: [web_site_sk#18, web_company_name#19]
Condition : ((isnotnull(web_company_name#19) AND (static_invoke(CharVarcharCodegenUtils.readSidePadding(web_company_name#19, 50)) = pri                                               )) AND isnotnull(web_site_sk#18))

(31) CometProject
Input [2]: [web_site_sk#18, web_company_name#19]
Arguments: [web_site_sk#18], [web_site_sk#18]

(32) CometBroadcastExchange
Input [1]: [web_site_sk#18]
Arguments: [web_site_sk#18]

(33) CometBroadcastHashJoin
Left output [4]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Right output [1]: [web_site_sk#18]
Arguments: [ws_web_site_sk#3], [web_site_sk#18], Inner, BuildRight

(34) CometProject
Input [5]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, web_site_sk#18]
Arguments: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]

(35) CometHashAggregate
Input [3]: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Keys [1]: [ws_order_number#5]
Functions [2]: [partial_sum(UnscaledValue(ws_ext_ship_cost#6)), partial_sum(UnscaledValue(ws_net_profit#7))]

(36) CometColumnarToRow [codegen id : 1]
Input [3]: [ws_order_number#5, sum#20, sum#21]

(37) HashAggregate [codegen id : 1]
Input [3]: [ws_order_number#5, sum#20, sum#21]
Keys [1]: [ws_order_number#5]
Functions [2]: [merge_sum(UnscaledValue(ws_ext_ship_cost#6)), merge_sum(UnscaledValue(ws_net_profit#7))]
Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#22, sum(UnscaledValue(ws_net_profit#7))#23]
Results [3]: [ws_order_number#5, sum#20, sum#21]

(38) HashAggregate [codegen id : 1]
Input [3]: [ws_order_number#5, sum#20, sum#21]
Keys: []
Functions [3]: [merge_sum(UnscaledValue(ws_ext_ship_cost#6)), merge_sum(UnscaledValue(ws_net_profit#7)), partial_count(distinct ws_order_number#5)]
Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#22, sum(UnscaledValue(ws_net_profit#7))#23, count(ws_order_number#5)#24]
Results [3]: [sum#20, sum#21, count#25]

(39) CometColumnarExchange
Input [3]: [sum#20, sum#21, count#25]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=4]

(40) CometColumnarToRow [codegen id : 2]
Input [3]: [sum#20, sum#21, count#25]

(41) HashAggregate [codegen id : 2]
Input [3]: [sum#20, sum#21, count#25]
Keys: []
Functions [3]: [sum(UnscaledValue(ws_ext_ship_cost#6)), sum(UnscaledValue(ws_net_profit#7)), count(distinct ws_order_number#5)]
Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#22, sum(UnscaledValue(ws_net_profit#7))#23, count(ws_order_number#5)#24]
Results [3]: [count(ws_order_number#5)#24 AS order count #26, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#6))#22,17,2) AS total shipping cost #27, MakeDecimal(sum(UnscaledValue(ws_net_profit#7))#23,17,2) AS total net profit #28]

