== Physical Plan ==
* ColumnarToRow (38)
+- CometTakeOrderedAndProject (37)
   +- CometProject (36)
      +- CometBroadcastHashJoin (35)
         :- CometProject (33)
         :  +- CometBroadcastHashJoin (32)
         :     :- CometHashAggregate (28)
         :     :  +- CometExchange (27)
         :     :     +- CometHashAggregate (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)
         :     +- CometBroadcastExchange (31)
         :        +- CometFilter (30)
         :           +- CometNativeScan: `spark_catalog`.`default`.`customer` (29)
         +- ReusedExchange (34)


(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) CometHashAggregate
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))]

(27) CometExchange
Input [6]: [ss_ticket_number#5, ss_customer_sk#1, ss_addr_sk#3, ca_city#18, sum#19, sum#20]
Arguments: hashpartitioning(ss_ticket_number#5, ss_customer_sk#1, ss_addr_sk#3, ca_city#18, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=1]

(28) CometHashAggregate
Input [6]: [ss_ticket_number#5, ss_customer_sk#1, ss_addr_sk#3, ca_city#18, sum#19, sum#20]
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))]

(29) CometNativeScan: `spark_catalog`.`default`.`customer`
Output [4]: [c_customer_sk#21, c_current_addr_sk#22, c_first_name#23, c_last_name#24]
Arguments: [c_customer_sk#21, c_current_addr_sk#22, c_first_name#23, c_last_name#24]

(30) CometFilter
Input [4]: [c_customer_sk#21, c_current_addr_sk#22, c_first_name#23, c_last_name#24]
Condition : (isnotnull(c_customer_sk#21) AND isnotnull(c_current_addr_sk#22))

(31) CometBroadcastExchange
Input [4]: [c_customer_sk#21, c_current_addr_sk#22, c_first_name#23, c_last_name#24]
Arguments: [c_customer_sk#21, c_current_addr_sk#22, c_first_name#23, c_last_name#24]

(32) CometBroadcastHashJoin
Left output [5]: [ss_ticket_number#5, ss_customer_sk#1, bought_city#25, amt#26, profit#27]
Right output [4]: [c_customer_sk#21, c_current_addr_sk#22, c_first_name#23, c_last_name#24]
Arguments: [ss_customer_sk#1], [c_customer_sk#21], Inner, BuildRight

(33) CometProject
Input [9]: [ss_ticket_number#5, ss_customer_sk#1, bought_city#25, amt#26, profit#27, c_customer_sk#21, c_current_addr_sk#22, c_first_name#23, c_last_name#24]
Arguments: [ss_ticket_number#5, bought_city#25, amt#26, profit#27, c_current_addr_sk#22, c_first_name#23, c_last_name#24], [ss_ticket_number#5, bought_city#25, amt#26, profit#27, c_current_addr_sk#22, c_first_name#23, c_last_name#24]

(34) ReusedExchange [Reuses operator id: 23]
Output [2]: [ca_address_sk#28, ca_city#29]

(35) CometBroadcastHashJoin
Left output [7]: [ss_ticket_number#5, bought_city#25, amt#26, profit#27, c_current_addr_sk#22, c_first_name#23, c_last_name#24]
Right output [2]: [ca_address_sk#28, ca_city#29]
Arguments: [c_current_addr_sk#22], [ca_address_sk#28], Inner, NOT (ca_city#29 = bought_city#25), BuildRight

(36) CometProject
Input [9]: [ss_ticket_number#5, bought_city#25, amt#26, profit#27, c_current_addr_sk#22, c_first_name#23, c_last_name#24, ca_address_sk#28, ca_city#29]
Arguments: [c_last_name#24, c_first_name#23, ca_city#29, bought_city#25, ss_ticket_number#5, amt#26, profit#27], [c_last_name#24, c_first_name#23, ca_city#29, bought_city#25, ss_ticket_number#5, amt#26, profit#27]

(37) CometTakeOrderedAndProject
Input [7]: [c_last_name#24, c_first_name#23, ca_city#29, bought_city#25, ss_ticket_number#5, amt#26, profit#27]
Arguments: TakeOrderedAndProject(limit=100, orderBy=[c_last_name#24 ASC NULLS FIRST,c_first_name#23 ASC NULLS FIRST,ca_city#29 ASC NULLS FIRST,bought_city#25 ASC NULLS FIRST,ss_ticket_number#5 ASC NULLS FIRST], output=[c_last_name#24,c_first_name#23,ca_city#29,bought_city#25,ss_ticket_number#5,amt#26,profit#27]), [c_last_name#24, c_first_name#23, ca_city#29, bought_city#25, ss_ticket_number#5, amt#26, profit#27], 100, [c_last_name#24 ASC NULLS FIRST, c_first_name#23 ASC NULLS FIRST, ca_city#29 ASC NULLS FIRST, bought_city#25 ASC NULLS FIRST, ss_ticket_number#5 ASC NULLS FIRST], [c_last_name#24, c_first_name#23, ca_city#29, bought_city#25, ss_ticket_number#5, amt#26, profit#27]

(38) ColumnarToRow [codegen id : 1]
Input [7]: [c_last_name#24, c_first_name#23, ca_city#29, bought_city#25, ss_ticket_number#5, amt#26, profit#27]

