== Physical Plan ==
* HashAggregate (45)
+- Exchange (44)
   +- * HashAggregate (43)
      +- * HashAggregate (42)
         +- * HashAggregate (41)
            +- * Project (40)
               +- * BroadcastHashJoin Inner BuildRight (39)
                  :- * Project (33)
                  :  +- * BroadcastHashJoin Inner BuildRight (32)
                  :     :- * Project (26)
                  :     :  +- * BroadcastHashJoin Inner BuildRight (25)
                  :     :     :- * SortMergeJoin LeftAnti (19)
                  :     :     :  :- * Project (13)
                  :     :     :  :  +- * SortMergeJoin LeftSemi (12)
                  :     :     :  :     :- * Sort (6)
                  :     :     :  :     :  +- Exchange (5)
                  :     :     :  :     :     +- * Project (4)
                  :     :     :  :     :        +- * Filter (3)
                  :     :     :  :     :           +- * ColumnarToRow (2)
                  :     :     :  :     :              +- Scan parquet default.web_sales (1)
                  :     :     :  :     +- * Sort (11)
                  :     :     :  :        +- Exchange (10)
                  :     :     :  :           +- * Project (9)
                  :     :     :  :              +- * ColumnarToRow (8)
                  :     :     :  :                 +- Scan parquet default.web_sales (7)
                  :     :     :  +- * Sort (18)
                  :     :     :     +- Exchange (17)
                  :     :     :        +- * Project (16)
                  :     :     :           +- * ColumnarToRow (15)
                  :     :     :              +- Scan parquet default.web_returns (14)
                  :     :     +- BroadcastExchange (24)
                  :     :        +- * Project (23)
                  :     :           +- * Filter (22)
                  :     :              +- * ColumnarToRow (21)
                  :     :                 +- Scan parquet default.customer_address (20)
                  :     +- BroadcastExchange (31)
                  :        +- * Project (30)
                  :           +- * Filter (29)
                  :              +- * ColumnarToRow (28)
                  :                 +- Scan parquet default.web_site (27)
                  +- BroadcastExchange (38)
                     +- * Project (37)
                        +- * Filter (36)
                           +- * ColumnarToRow (35)
                              +- Scan parquet default.date_dim (34)


(1) Scan parquet 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) ColumnarToRow [codegen id : 1]
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]

(3) Filter [codegen id : 1]
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))

(4) Project [codegen id : 1]
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]
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]

(5) Exchange
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, [id=#9]

(6) Sort [codegen id : 2]
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_order_number#5 ASC NULLS FIRST], false, 0

(7) Scan parquet default.web_sales
Output [3]: [ws_warehouse_sk#10, ws_order_number#11, ws_sold_date_sk#12]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
ReadSchema: struct<ws_warehouse_sk:int,ws_order_number:int>

(8) ColumnarToRow [codegen id : 3]
Input [3]: [ws_warehouse_sk#10, ws_order_number#11, ws_sold_date_sk#12]

(9) Project [codegen id : 3]
Output [2]: [ws_warehouse_sk#10, ws_order_number#11]
Input [3]: [ws_warehouse_sk#10, ws_order_number#11, ws_sold_date_sk#12]

(10) Exchange
Input [2]: [ws_warehouse_sk#10, ws_order_number#11]
Arguments: hashpartitioning(ws_order_number#11, 5), ENSURE_REQUIREMENTS, [id=#13]

(11) Sort [codegen id : 4]
Input [2]: [ws_warehouse_sk#10, ws_order_number#11]
Arguments: [ws_order_number#11 ASC NULLS FIRST], false, 0

(12) SortMergeJoin [codegen id : 5]
Left keys [1]: [ws_order_number#5]
Right keys [1]: [ws_order_number#11]
Join condition: NOT (ws_warehouse_sk#4 = ws_warehouse_sk#10)

(13) Project [codegen id : 5]
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]
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]

(14) Scan parquet default.web_returns
Output [2]: [wr_order_number#14, wr_returned_date_sk#15]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_returns]
ReadSchema: struct<wr_order_number:int>

(15) ColumnarToRow [codegen id : 6]
Input [2]: [wr_order_number#14, wr_returned_date_sk#15]

(16) Project [codegen id : 6]
Output [1]: [wr_order_number#14]
Input [2]: [wr_order_number#14, wr_returned_date_sk#15]

(17) Exchange
Input [1]: [wr_order_number#14]
Arguments: hashpartitioning(wr_order_number#14, 5), ENSURE_REQUIREMENTS, [id=#16]

(18) Sort [codegen id : 7]
Input [1]: [wr_order_number#14]
Arguments: [wr_order_number#14 ASC NULLS FIRST], false, 0

(19) SortMergeJoin [codegen id : 11]
Left keys [1]: [ws_order_number#5]
Right keys [1]: [wr_order_number#14]
Join condition: None

(20) Scan parquet default.customer_address
Output [2]: [ca_address_sk#17, ca_state#18]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_address]
PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,IL), IsNotNull(ca_address_sk)]
ReadSchema: struct<ca_address_sk:int,ca_state:string>

(21) ColumnarToRow [codegen id : 8]
Input [2]: [ca_address_sk#17, ca_state#18]

(22) Filter [codegen id : 8]
Input [2]: [ca_address_sk#17, ca_state#18]
Condition : ((isnotnull(ca_state#18) AND (ca_state#18 = IL)) AND isnotnull(ca_address_sk#17))

(23) Project [codegen id : 8]
Output [1]: [ca_address_sk#17]
Input [2]: [ca_address_sk#17, ca_state#18]

(24) BroadcastExchange
Input [1]: [ca_address_sk#17]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#19]

(25) BroadcastHashJoin [codegen id : 11]
Left keys [1]: [ws_ship_addr_sk#2]
Right keys [1]: [ca_address_sk#17]
Join condition: None

(26) Project [codegen id : 11]
Output [5]: [ws_ship_date_sk#1, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
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, ca_address_sk#17]

(27) Scan parquet default.web_site
Output [2]: [web_site_sk#20, web_company_name#21]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_site]
PushedFilters: [IsNotNull(web_company_name), EqualTo(web_company_name,pri                                               ), IsNotNull(web_site_sk)]
ReadSchema: struct<web_site_sk:int,web_company_name:string>

(28) ColumnarToRow [codegen id : 9]
Input [2]: [web_site_sk#20, web_company_name#21]

(29) Filter [codegen id : 9]
Input [2]: [web_site_sk#20, web_company_name#21]
Condition : ((isnotnull(web_company_name#21) AND (web_company_name#21 = pri                                               )) AND isnotnull(web_site_sk#20))

(30) Project [codegen id : 9]
Output [1]: [web_site_sk#20]
Input [2]: [web_site_sk#20, web_company_name#21]

(31) BroadcastExchange
Input [1]: [web_site_sk#20]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#22]

(32) BroadcastHashJoin [codegen id : 11]
Left keys [1]: [ws_web_site_sk#3]
Right keys [1]: [web_site_sk#20]
Join condition: None

(33) Project [codegen id : 11]
Output [4]: [ws_ship_date_sk#1, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Input [6]: [ws_ship_date_sk#1, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, web_site_sk#20]

(34) Scan parquet default.date_dim
Output [2]: [d_date_sk#23, d_date#24]
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>

(35) ColumnarToRow [codegen id : 10]
Input [2]: [d_date_sk#23, d_date#24]

(36) Filter [codegen id : 10]
Input [2]: [d_date_sk#23, d_date#24]
Condition : (((isnotnull(d_date#24) AND (d_date#24 >= 1999-02-01)) AND (d_date#24 <= 1999-04-02)) AND isnotnull(d_date_sk#23))

(37) Project [codegen id : 10]
Output [1]: [d_date_sk#23]
Input [2]: [d_date_sk#23, d_date#24]

(38) BroadcastExchange
Input [1]: [d_date_sk#23]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#25]

(39) BroadcastHashJoin [codegen id : 11]
Left keys [1]: [ws_ship_date_sk#1]
Right keys [1]: [d_date_sk#23]
Join condition: None

(40) Project [codegen id : 11]
Output [3]: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7]
Input [5]: [ws_ship_date_sk#1, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, d_date_sk#23]

(41) HashAggregate [codegen id : 11]
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))]
Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#26, sum(UnscaledValue(ws_net_profit#7))#27]
Results [3]: [ws_order_number#5, sum#28, sum#29]

(42) HashAggregate [codegen id : 11]
Input [3]: [ws_order_number#5, sum#28, sum#29]
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))#26, sum(UnscaledValue(ws_net_profit#7))#27]
Results [3]: [ws_order_number#5, sum#28, sum#29]

(43) HashAggregate [codegen id : 11]
Input [3]: [ws_order_number#5, sum#28, sum#29]
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))#26, sum(UnscaledValue(ws_net_profit#7))#27, count(ws_order_number#5)#30]
Results [3]: [sum#28, sum#29, count#31]

(44) Exchange
Input [3]: [sum#28, sum#29, count#31]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#32]

(45) HashAggregate [codegen id : 12]
Input [3]: [sum#28, sum#29, count#31]
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))#26, sum(UnscaledValue(ws_net_profit#7))#27, count(ws_order_number#5)#30]
Results [3]: [count(ws_order_number#5)#30 AS order count #33, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#6))#26,17,2) AS total shipping cost #34, MakeDecimal(sum(UnscaledValue(ws_net_profit#7))#27,17,2) AS total net profit #35]

