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


(1) Scan parquet default.store_sales
Output [8]: [ss_sold_date_sk#1, ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_store_sk#5, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [IsNotNull(ss_sold_date_sk), IsNotNull(ss_store_sk), IsNotNull(ss_hdemo_sk), IsNotNull(ss_addr_sk), IsNotNull(ss_customer_sk)]
ReadSchema: struct<ss_sold_date_sk:int,ss_customer_sk:int,ss_hdemo_sk:int,ss_addr_sk:int,ss_store_sk:int,ss_ticket_number:int,ss_coupon_amt:decimal(7,2),ss_net_profit:decimal(7,2)>

(2) ColumnarToRow [codegen id : 5]
Input [8]: [ss_sold_date_sk#1, ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_store_sk#5, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8]

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

(4) Scan parquet default.date_dim
Output [3]: [d_date_sk#9, d_year#10, d_dow#11]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [In(d_dow, [6,0]), In(d_year, [1999,2000,2001]), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_dow:int>

(5) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#9, d_year#10, d_dow#11]

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

(7) Project [codegen id : 1]
Output [1]: [d_date_sk#9]
Input [3]: [d_date_sk#9, d_year#10, d_dow#11]

(8) BroadcastExchange
Input [1]: [d_date_sk#9]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#12]

(9) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_sold_date_sk#1]
Right keys [1]: [d_date_sk#9]
Join condition: None

(10) Project [codegen id : 5]
Output [7]: [ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_store_sk#5, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8]
Input [9]: [ss_sold_date_sk#1, ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_store_sk#5, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8, d_date_sk#9]

(11) Scan parquet default.store
Output [2]: [s_store_sk#13, s_city#14]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store]
PushedFilters: [In(s_city, [Fairview,Midway]), IsNotNull(s_store_sk)]
ReadSchema: struct<s_store_sk:int,s_city:string>

(12) ColumnarToRow [codegen id : 2]
Input [2]: [s_store_sk#13, s_city#14]

(13) Filter [codegen id : 2]
Input [2]: [s_store_sk#13, s_city#14]
Condition : (s_city#14 IN (Fairview,Midway) AND isnotnull(s_store_sk#13))

(14) Project [codegen id : 2]
Output [1]: [s_store_sk#13]
Input [2]: [s_store_sk#13, s_city#14]

(15) BroadcastExchange
Input [1]: [s_store_sk#13]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#15]

(16) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_store_sk#5]
Right keys [1]: [s_store_sk#13]
Join condition: None

(17) Project [codegen id : 5]
Output [6]: [ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8]
Input [8]: [ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_store_sk#5, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8, s_store_sk#13]

(18) Scan parquet default.household_demographics
Output [3]: [hd_demo_sk#16, hd_dep_count#17, hd_vehicle_count#18]
Batched: true
Location [not included in comparison]/{warehouse_dir}/household_demographics]
PushedFilters: [Or(EqualTo(hd_dep_count,4),EqualTo(hd_vehicle_count,3)), IsNotNull(hd_demo_sk)]
ReadSchema: struct<hd_demo_sk:int,hd_dep_count:int,hd_vehicle_count:int>

(19) ColumnarToRow [codegen id : 3]
Input [3]: [hd_demo_sk#16, hd_dep_count#17, hd_vehicle_count#18]

(20) Filter [codegen id : 3]
Input [3]: [hd_demo_sk#16, hd_dep_count#17, hd_vehicle_count#18]
Condition : (((hd_dep_count#17 = 4) OR (hd_vehicle_count#18 = 3)) AND isnotnull(hd_demo_sk#16))

(21) Project [codegen id : 3]
Output [1]: [hd_demo_sk#16]
Input [3]: [hd_demo_sk#16, hd_dep_count#17, hd_vehicle_count#18]

(22) BroadcastExchange
Input [1]: [hd_demo_sk#16]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#19]

(23) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_hdemo_sk#3]
Right keys [1]: [hd_demo_sk#16]
Join condition: None

(24) Project [codegen id : 5]
Output [5]: [ss_customer_sk#2, ss_addr_sk#4, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8]
Input [7]: [ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8, hd_demo_sk#16]

(25) Scan parquet default.customer_address
Output [2]: [ca_address_sk#20, ca_city#21]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_address]
PushedFilters: [IsNotNull(ca_address_sk), IsNotNull(ca_city)]
ReadSchema: struct<ca_address_sk:int,ca_city:string>

(26) ColumnarToRow [codegen id : 4]
Input [2]: [ca_address_sk#20, ca_city#21]

(27) Filter [codegen id : 4]
Input [2]: [ca_address_sk#20, ca_city#21]
Condition : (isnotnull(ca_address_sk#20) AND isnotnull(ca_city#21))

(28) BroadcastExchange
Input [2]: [ca_address_sk#20, ca_city#21]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#22]

(29) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_addr_sk#4]
Right keys [1]: [ca_address_sk#20]
Join condition: None

(30) Project [codegen id : 5]
Output [6]: [ss_customer_sk#2, ss_addr_sk#4, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8, ca_city#21]
Input [7]: [ss_customer_sk#2, ss_addr_sk#4, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8, ca_address_sk#20, ca_city#21]

(31) HashAggregate [codegen id : 5]
Input [6]: [ss_customer_sk#2, ss_addr_sk#4, ss_ticket_number#6, ss_coupon_amt#7, ss_net_profit#8, ca_city#21]
Keys [4]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#21]
Functions [2]: [partial_sum(UnscaledValue(ss_coupon_amt#7)), partial_sum(UnscaledValue(ss_net_profit#8))]
Aggregate Attributes [2]: [sum#23, sum#24]
Results [6]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#21, sum#25, sum#26]

(32) Exchange
Input [6]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#21, sum#25, sum#26]
Arguments: hashpartitioning(ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#21, 5), true, [id=#27]

(33) HashAggregate [codegen id : 8]
Input [6]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#21, sum#25, sum#26]
Keys [4]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#21]
Functions [2]: [sum(UnscaledValue(ss_coupon_amt#7)), sum(UnscaledValue(ss_net_profit#8))]
Aggregate Attributes [2]: [sum(UnscaledValue(ss_coupon_amt#7))#28, sum(UnscaledValue(ss_net_profit#8))#29]
Results [5]: [ss_ticket_number#6, ss_customer_sk#2, ca_city#21 AS bought_city#30, MakeDecimal(sum(UnscaledValue(ss_coupon_amt#7))#28,17,2) AS amt#31, MakeDecimal(sum(UnscaledValue(ss_net_profit#8))#29,17,2) AS profit#32]

(34) Scan parquet default.customer
Output [4]: [c_customer_sk#33, c_current_addr_sk#34, c_first_name#35, c_last_name#36]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk), IsNotNull(c_current_addr_sk)]
ReadSchema: struct<c_customer_sk:int,c_current_addr_sk:int,c_first_name:string,c_last_name:string>

(35) ColumnarToRow [codegen id : 6]
Input [4]: [c_customer_sk#33, c_current_addr_sk#34, c_first_name#35, c_last_name#36]

(36) Filter [codegen id : 6]
Input [4]: [c_customer_sk#33, c_current_addr_sk#34, c_first_name#35, c_last_name#36]
Condition : (isnotnull(c_customer_sk#33) AND isnotnull(c_current_addr_sk#34))

(37) BroadcastExchange
Input [4]: [c_customer_sk#33, c_current_addr_sk#34, c_first_name#35, c_last_name#36]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#37]

(38) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [ss_customer_sk#2]
Right keys [1]: [c_customer_sk#33]
Join condition: None

(39) Project [codegen id : 8]
Output [7]: [ss_ticket_number#6, bought_city#30, amt#31, profit#32, c_current_addr_sk#34, c_first_name#35, c_last_name#36]
Input [9]: [ss_ticket_number#6, ss_customer_sk#2, bought_city#30, amt#31, profit#32, c_customer_sk#33, c_current_addr_sk#34, c_first_name#35, c_last_name#36]

(40) ReusedExchange [Reuses operator id: 28]
Output [2]: [ca_address_sk#20, ca_city#21]

(41) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [c_current_addr_sk#34]
Right keys [1]: [ca_address_sk#20]
Join condition: NOT (ca_city#21 = bought_city#30)

(42) Project [codegen id : 8]
Output [7]: [c_last_name#36, c_first_name#35, ca_city#21, bought_city#30, ss_ticket_number#6, amt#31, profit#32]
Input [9]: [ss_ticket_number#6, bought_city#30, amt#31, profit#32, c_current_addr_sk#34, c_first_name#35, c_last_name#36, ca_address_sk#20, ca_city#21]

(43) TakeOrderedAndProject
Input [7]: [c_last_name#36, c_first_name#35, ca_city#21, bought_city#30, ss_ticket_number#6, amt#31, profit#32]
Arguments: 100, [c_last_name#36 ASC NULLS FIRST, c_first_name#35 ASC NULLS FIRST, ca_city#21 ASC NULLS FIRST, bought_city#30 ASC NULLS FIRST, ss_ticket_number#6 ASC NULLS FIRST], [c_last_name#36, c_first_name#35, ca_city#21, bought_city#30, ss_ticket_number#6, amt#31, profit#32]

