== Physical Plan ==
TakeOrderedAndProject (42)
+- * Project (41)
   +- * BroadcastHashJoin Inner BuildRight (40)
      :- * Project (35)
      :  +- * BroadcastHashJoin Inner BuildRight (34)
      :     :- * HashAggregate (29)
      :     :  +- Exchange (28)
      :     :     +- * HashAggregate (27)
      :     :        +- * ColumnarToRow (26)
      :     :           +- CometProject (25)
      :     :              +- CometBroadcastHashJoin (24)
      :     :                 :- CometProject (20)
      :     :                 :  +- CometBroadcastHashJoin (19)
      :     :                 :     :- CometProject (14)
      :     :                 :     :  +- CometBroadcastHashJoin (13)
      :     :                 :     :     :- CometProject (8)
      :     :                 :     :     :  +- CometBroadcastHashJoin (7)
      :     :                 :     :     :     :- CometFilter (2)
      :     :                 :     :     :     :  +- CometNativeScan: `spark_catalog`.`default`.`store_sales` (1)
      :     :                 :     :     :     +- CometBroadcastExchange (6)
      :     :                 :     :     :        +- CometProject (5)
      :     :                 :     :     :           +- CometFilter (4)
      :     :                 :     :     :              +- CometNativeScan: `spark_catalog`.`default`.`date_dim` (3)
      :     :                 :     :     +- CometBroadcastExchange (12)
      :     :                 :     :        +- CometProject (11)
      :     :                 :     :           +- CometFilter (10)
      :     :                 :     :              +- CometNativeScan: `spark_catalog`.`default`.`store` (9)
      :     :                 :     +- CometBroadcastExchange (18)
      :     :                 :        +- CometProject (17)
      :     :                 :           +- CometFilter (16)
      :     :                 :              +- CometNativeScan: `spark_catalog`.`default`.`household_demographics` (15)
      :     :                 +- CometBroadcastExchange (23)
      :     :                    +- CometFilter (22)
      :     :                       +- CometNativeScan: `spark_catalog`.`default`.`customer_address` (21)
      :     +- BroadcastExchange (33)
      :        +- * ColumnarToRow (32)
      :           +- CometFilter (31)
      :              +- CometNativeScan: `spark_catalog`.`default`.`customer` (30)
      +- BroadcastExchange (39)
         +- * ColumnarToRow (38)
            +- CometFilter (37)
               +- CometNativeScan: `spark_catalog`.`default`.`customer_address` (36)


(1) CometNativeScan: `spark_catalog`.`default`.`store_sales`
Output [8]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_store_sk#4, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ss_sold_date_sk#8]
Arguments: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_store_sk#4, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ss_sold_date_sk#8]

(2) CometFilter
Input [8]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_store_sk#4, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ss_sold_date_sk#8]
Condition : (((isnotnull(ss_store_sk#4) AND isnotnull(ss_hdemo_sk#2)) AND isnotnull(ss_addr_sk#3)) AND isnotnull(ss_customer_sk#1))

(3) CometNativeScan: `spark_catalog`.`default`.`date_dim`
Output [3]: [d_date_sk#9, d_year#10, d_dow#11]
Arguments: [d_date_sk#9, d_year#10, d_dow#11]

(4) CometFilter
Input [3]: [d_date_sk#9, d_year#10, d_dow#11]
Condition : ((d_dow#11 IN (6,0) AND d_year#10 IN (1999,2000,2001)) AND isnotnull(d_date_sk#9))

(5) CometProject
Input [3]: [d_date_sk#9, d_year#10, d_dow#11]
Arguments: [d_date_sk#9], [d_date_sk#9]

(6) CometBroadcastExchange
Input [1]: [d_date_sk#9]
Arguments: [d_date_sk#9]

(7) CometBroadcastHashJoin
Left output [8]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_store_sk#4, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ss_sold_date_sk#8]
Right output [1]: [d_date_sk#9]
Arguments: [ss_sold_date_sk#8], [d_date_sk#9], Inner, BuildRight

(8) CometProject
Input [9]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_store_sk#4, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ss_sold_date_sk#8, d_date_sk#9]
Arguments: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_store_sk#4, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7], [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_store_sk#4, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7]

(9) CometNativeScan: `spark_catalog`.`default`.`store`
Output [2]: [s_store_sk#12, s_city#13]
Arguments: [s_store_sk#12, s_city#13]

(10) CometFilter
Input [2]: [s_store_sk#12, s_city#13]
Condition : (s_city#13 IN (Fairview,Midway) AND isnotnull(s_store_sk#12))

(11) CometProject
Input [2]: [s_store_sk#12, s_city#13]
Arguments: [s_store_sk#12], [s_store_sk#12]

(12) CometBroadcastExchange
Input [1]: [s_store_sk#12]
Arguments: [s_store_sk#12]

(13) CometBroadcastHashJoin
Left output [7]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_store_sk#4, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7]
Right output [1]: [s_store_sk#12]
Arguments: [ss_store_sk#4], [s_store_sk#12], Inner, BuildRight

(14) CometProject
Input [8]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_store_sk#4, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, s_store_sk#12]
Arguments: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7], [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7]

(15) CometNativeScan: `spark_catalog`.`default`.`household_demographics`
Output [3]: [hd_demo_sk#14, hd_dep_count#15, hd_vehicle_count#16]
Arguments: [hd_demo_sk#14, hd_dep_count#15, hd_vehicle_count#16]

(16) CometFilter
Input [3]: [hd_demo_sk#14, hd_dep_count#15, hd_vehicle_count#16]
Condition : (((hd_dep_count#15 = 4) OR (hd_vehicle_count#16 = 3)) AND isnotnull(hd_demo_sk#14))

(17) CometProject
Input [3]: [hd_demo_sk#14, hd_dep_count#15, hd_vehicle_count#16]
Arguments: [hd_demo_sk#14], [hd_demo_sk#14]

(18) CometBroadcastExchange
Input [1]: [hd_demo_sk#14]
Arguments: [hd_demo_sk#14]

(19) CometBroadcastHashJoin
Left output [6]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7]
Right output [1]: [hd_demo_sk#14]
Arguments: [ss_hdemo_sk#2], [hd_demo_sk#14], Inner, BuildRight

(20) CometProject
Input [7]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, hd_demo_sk#14]
Arguments: [ss_customer_sk#1, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7], [ss_customer_sk#1, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7]

(21) CometNativeScan: `spark_catalog`.`default`.`customer_address`
Output [2]: [ca_address_sk#17, ca_city#18]
Arguments: [ca_address_sk#17, ca_city#18]

(22) CometFilter
Input [2]: [ca_address_sk#17, ca_city#18]
Condition : (isnotnull(ca_address_sk#17) AND isnotnull(ca_city#18))

(23) CometBroadcastExchange
Input [2]: [ca_address_sk#17, ca_city#18]
Arguments: [ca_address_sk#17, ca_city#18]

(24) CometBroadcastHashJoin
Left output [5]: [ss_customer_sk#1, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7]
Right output [2]: [ca_address_sk#17, ca_city#18]
Arguments: [ss_addr_sk#3], [ca_address_sk#17], Inner, BuildRight

(25) CometProject
Input [7]: [ss_customer_sk#1, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ca_address_sk#17, ca_city#18]
Arguments: [ss_customer_sk#1, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ca_city#18], [ss_customer_sk#1, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ca_city#18]

(26) ColumnarToRow [codegen id : 1]
Input [6]: [ss_customer_sk#1, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ca_city#18]

(27) HashAggregate [codegen id : 1]
Input [6]: [ss_customer_sk#1, ss_addr_sk#3, ss_ticket_number#5, ss_coupon_amt#6, ss_net_profit#7, ca_city#18]
Keys [4]: [ss_ticket_number#5, ss_customer_sk#1, ss_addr_sk#3, ca_city#18]
Functions [2]: [partial_sum(UnscaledValue(ss_coupon_amt#6)), partial_sum(UnscaledValue(ss_net_profit#7))]
Aggregate Attributes [2]: [sum#19, sum#20]
Results [6]: [ss_ticket_number#5, ss_customer_sk#1, ss_addr_sk#3, ca_city#18, sum#21, sum#22]

(28) Exchange
Input [6]: [ss_ticket_number#5, ss_customer_sk#1, ss_addr_sk#3, ca_city#18, sum#21, sum#22]
Arguments: hashpartitioning(ss_ticket_number#5, ss_customer_sk#1, ss_addr_sk#3, ca_city#18, 5), ENSURE_REQUIREMENTS, [plan_id=1]

(29) HashAggregate [codegen id : 4]
Input [6]: [ss_ticket_number#5, ss_customer_sk#1, ss_addr_sk#3, ca_city#18, sum#21, sum#22]
Keys [4]: [ss_ticket_number#5, ss_customer_sk#1, ss_addr_sk#3, ca_city#18]
Functions [2]: [sum(UnscaledValue(ss_coupon_amt#6)), sum(UnscaledValue(ss_net_profit#7))]
Aggregate Attributes [2]: [sum(UnscaledValue(ss_coupon_amt#6))#23, sum(UnscaledValue(ss_net_profit#7))#24]
Results [5]: [ss_ticket_number#5, ss_customer_sk#1, ca_city#18 AS bought_city#25, MakeDecimal(sum(UnscaledValue(ss_coupon_amt#6))#23,17,2) AS amt#26, MakeDecimal(sum(UnscaledValue(ss_net_profit#7))#24,17,2) AS profit#27]

(30) CometNativeScan: `spark_catalog`.`default`.`customer`
Output [4]: [c_customer_sk#28, c_current_addr_sk#29, c_first_name#30, c_last_name#31]
Arguments: [c_customer_sk#28, c_current_addr_sk#29, c_first_name#30, c_last_name#31]

(31) CometFilter
Input [4]: [c_customer_sk#28, c_current_addr_sk#29, c_first_name#30, c_last_name#31]
Condition : (isnotnull(c_customer_sk#28) AND isnotnull(c_current_addr_sk#29))

(32) ColumnarToRow [codegen id : 2]
Input [4]: [c_customer_sk#28, c_current_addr_sk#29, c_first_name#30, c_last_name#31]

(33) BroadcastExchange
Input [4]: [c_customer_sk#28, c_current_addr_sk#29, c_first_name#30, c_last_name#31]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=2]

(34) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_customer_sk#1]
Right keys [1]: [c_customer_sk#28]
Join type: Inner
Join condition: None

(35) Project [codegen id : 4]
Output [7]: [ss_ticket_number#5, bought_city#25, amt#26, profit#27, c_current_addr_sk#29, c_first_name#30, c_last_name#31]
Input [9]: [ss_ticket_number#5, ss_customer_sk#1, bought_city#25, amt#26, profit#27, c_customer_sk#28, c_current_addr_sk#29, c_first_name#30, c_last_name#31]

(36) CometNativeScan: `spark_catalog`.`default`.`customer_address`
Output [2]: [ca_address_sk#32, ca_city#33]
Arguments: [ca_address_sk#32, ca_city#33]

(37) CometFilter
Input [2]: [ca_address_sk#32, ca_city#33]
Condition : (isnotnull(ca_address_sk#32) AND isnotnull(ca_city#33))

(38) ColumnarToRow [codegen id : 3]
Input [2]: [ca_address_sk#32, ca_city#33]

(39) BroadcastExchange
Input [2]: [ca_address_sk#32, ca_city#33]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=3]

(40) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [c_current_addr_sk#29]
Right keys [1]: [ca_address_sk#32]
Join type: Inner
Join condition: NOT (ca_city#33 = bought_city#25)

(41) Project [codegen id : 4]
Output [7]: [c_last_name#31, c_first_name#30, ca_city#33, bought_city#25, ss_ticket_number#5, amt#26, profit#27]
Input [9]: [ss_ticket_number#5, bought_city#25, amt#26, profit#27, c_current_addr_sk#29, c_first_name#30, c_last_name#31, ca_address_sk#32, ca_city#33]

(42) TakeOrderedAndProject
Input [7]: [c_last_name#31, c_first_name#30, ca_city#33, bought_city#25, ss_ticket_number#5, amt#26, profit#27]
Arguments: 100, [c_last_name#31 ASC NULLS FIRST, c_first_name#30 ASC NULLS FIRST, ca_city#33 ASC NULLS FIRST, bought_city#25 ASC NULLS FIRST, ss_ticket_number#5 ASC NULLS FIRST], [c_last_name#31, c_first_name#30, ca_city#33, bought_city#25, ss_ticket_number#5, amt#26, profit#27]

