== Physical Plan ==
TakeOrderedAndProject (52)
+- * Project (51)
   +- * SortMergeJoin Inner (50)
      :- * Sort (44)
      :  +- Exchange (43)
      :     +- * Project (42)
      :        +- * SortMergeJoin Inner (41)
      :           :- * Sort (35)
      :           :  +- Exchange (34)
      :           :     +- * HashAggregate (33)
      :           :        +- Exchange (32)
      :           :           +- * HashAggregate (31)
      :           :              +- * Project (30)
      :           :                 +- * BroadcastHashJoin Inner BuildLeft (29)
      :           :                    :- BroadcastExchange (25)
      :           :                    :  +- * 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)
      :           :                    +- * Filter (28)
      :           :                       +- * ColumnarToRow (27)
      :           :                          +- Scan parquet default.customer_address (26)
      :           +- * Sort (40)
      :              +- Exchange (39)
      :                 +- * Filter (38)
      :                    +- * ColumnarToRow (37)
      :                       +- Scan parquet default.customer (36)
      +- * Sort (49)
         +- Exchange (48)
            +- * Filter (47)
               +- * ColumnarToRow (46)
                  +- Scan parquet default.customer_address (45)


(1) Scan parquet default.store_sales
Output [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_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [In(ss_sold_date_sk, [2451790,2451180,2452216,2451454,2452184,2451485,2451850,2451514,2452062,2451270,2452123,2451758,2451971,2451546,2451942,2451393,2451667,2451453,2452215,2451819,2451331,2451577,2451911,2452245,2451301,2451545,2451605,2451943,2451851,2451181,2452154,2451820,2452001,2451362,2451392,2451240,2452032,2451637,2451484,2452124,2451300,2451727,2452093,2451759,2451698,2451332,2451606,2451666,2451912,2452185,2451211,2451361,2452031,2451212,2451880,2451789,2451423,2451576,2451728,2452246,2452155,2452092,2451881,2451970,2451697,2452063,2451271,2451636,2451515,2451424,2451239,2452002]), 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_ext_sales_price:decimal(7,2),ss_ext_list_price:decimal(7,2),ss_ext_tax:decimal(7,2)>

(2) ColumnarToRow [codegen id : 4]
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_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9]

(3) Filter [codegen id : 4]
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_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9]
Condition : (((((ss_sold_date_sk#1 INSET (2451790,2451180,2452216,2451454,2452184,2451485,2451850,2451514,2452062,2451270,2452123,2451758,2451971,2451546,2451942,2451393,2451667,2451453,2452215,2451819,2451331,2451577,2451911,2452245,2451301,2451545,2451605,2451943,2451851,2451181,2452154,2451820,2452001,2451362,2451392,2451240,2452032,2451637,2451484,2452124,2451300,2451727,2452093,2451759,2451698,2451332,2451606,2451666,2451912,2452185,2451211,2451361,2452031,2451212,2451880,2451789,2451423,2451576,2451728,2452246,2452155,2452092,2451881,2451970,2451697,2452063,2451271,2451636,2451515,2451424,2451239,2452002) AND 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#10, d_year#11, d_dom#12]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_dom), GreaterThanOrEqual(d_dom,1), LessThanOrEqual(d_dom,2), In(d_year, [1999,2000,2001]), In(d_date_sk, [2451790,2451180,2452216,2451454,2452184,2451485,2451850,2451514,2452062,2451270,2452123,2451758,2451971,2451546,2451942,2451393,2451667,2451453,2452215,2451819,2451331,2451577,2451911,2452245,2451301,2451545,2451605,2451943,2451851,2451181,2452154,2451820,2452001,2451362,2451392,2451240,2452032,2451637,2451484,2452124,2451300,2451727,2452093,2451759,2451698,2451332,2451606,2451666,2451912,2452185,2451211,2451361,2452031,2451212,2451880,2451789,2451423,2451576,2451728,2452246,2452155,2452092,2451881,2451970,2451697,2452063,2451271,2451636,2451515,2451424,2451239,2452002]), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_dom:int>

(5) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#10, d_year#11, d_dom#12]

(6) Filter [codegen id : 1]
Input [3]: [d_date_sk#10, d_year#11, d_dom#12]
Condition : (((((isnotnull(d_dom#12) AND (d_dom#12 >= 1)) AND (d_dom#12 <= 2)) AND d_year#11 IN (1999,2000,2001)) AND d_date_sk#10 INSET (2451790,2451180,2452216,2451454,2452184,2451485,2451850,2451514,2452062,2451270,2452123,2451758,2451971,2451546,2451942,2451393,2451667,2451453,2452215,2451819,2451331,2451577,2451911,2452245,2451301,2451545,2451605,2451943,2451851,2451181,2452154,2451820,2452001,2451362,2451392,2451240,2452032,2451637,2451484,2452124,2451300,2451727,2452093,2451759,2451698,2451332,2451606,2451666,2451912,2452185,2451211,2451361,2452031,2451212,2451880,2451789,2451423,2451576,2451728,2452246,2452155,2452092,2451881,2451970,2451697,2452063,2451271,2451636,2451515,2451424,2451239,2452002)) AND isnotnull(d_date_sk#10))

(7) Project [codegen id : 1]
Output [1]: [d_date_sk#10]
Input [3]: [d_date_sk#10, d_year#11, d_dom#12]

(8) BroadcastExchange
Input [1]: [d_date_sk#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#13]

(9) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_sold_date_sk#1]
Right keys [1]: [d_date_sk#10]
Join condition: None

(10) Project [codegen id : 4]
Output [8]: [ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_store_sk#5, ss_ticket_number#6, ss_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9]
Input [10]: [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_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9, d_date_sk#10]

(11) Scan parquet default.store
Output [2]: [s_store_sk#14, s_city#15]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store]
PushedFilters: [In(s_city, [Midway,Fairview]), IsNotNull(s_store_sk)]
ReadSchema: struct<s_store_sk:int,s_city:string>

(12) ColumnarToRow [codegen id : 2]
Input [2]: [s_store_sk#14, s_city#15]

(13) Filter [codegen id : 2]
Input [2]: [s_store_sk#14, s_city#15]
Condition : (s_city#15 IN (Midway,Fairview) AND isnotnull(s_store_sk#14))

(14) Project [codegen id : 2]
Output [1]: [s_store_sk#14]
Input [2]: [s_store_sk#14, s_city#15]

(15) BroadcastExchange
Input [1]: [s_store_sk#14]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#16]

(16) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_store_sk#5]
Right keys [1]: [s_store_sk#14]
Join condition: None

(17) Project [codegen id : 4]
Output [7]: [ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_ticket_number#6, ss_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9]
Input [9]: [ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_store_sk#5, ss_ticket_number#6, ss_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9, s_store_sk#14]

(18) Scan parquet default.household_demographics
Output [3]: [hd_demo_sk#17, hd_dep_count#18, hd_vehicle_count#19]
Batched: true
Location [not included in comparison]/{warehouse_dir}/household_demographics]
PushedFilters: [Or(EqualTo(hd_dep_count,5),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#17, hd_dep_count#18, hd_vehicle_count#19]

(20) Filter [codegen id : 3]
Input [3]: [hd_demo_sk#17, hd_dep_count#18, hd_vehicle_count#19]
Condition : (((hd_dep_count#18 = 5) OR (hd_vehicle_count#19 = 3)) AND isnotnull(hd_demo_sk#17))

(21) Project [codegen id : 3]
Output [1]: [hd_demo_sk#17]
Input [3]: [hd_demo_sk#17, hd_dep_count#18, hd_vehicle_count#19]

(22) BroadcastExchange
Input [1]: [hd_demo_sk#17]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#20]

(23) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_hdemo_sk#3]
Right keys [1]: [hd_demo_sk#17]
Join condition: None

(24) Project [codegen id : 4]
Output [6]: [ss_customer_sk#2, ss_addr_sk#4, ss_ticket_number#6, ss_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9]
Input [8]: [ss_customer_sk#2, ss_hdemo_sk#3, ss_addr_sk#4, ss_ticket_number#6, ss_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9, hd_demo_sk#17]

(25) BroadcastExchange
Input [6]: [ss_customer_sk#2, ss_addr_sk#4, ss_ticket_number#6, ss_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9]
Arguments: HashedRelationBroadcastMode(List(cast(input[1, int, true] as bigint)),false), [id=#21]

(26) Scan parquet default.customer_address
Output [2]: [ca_address_sk#22, ca_city#23]
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>

(27) ColumnarToRow
Input [2]: [ca_address_sk#22, ca_city#23]

(28) Filter
Input [2]: [ca_address_sk#22, ca_city#23]
Condition : (isnotnull(ca_address_sk#22) AND isnotnull(ca_city#23))

(29) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_addr_sk#4]
Right keys [1]: [ca_address_sk#22]
Join condition: None

(30) Project [codegen id : 5]
Output [7]: [ss_customer_sk#2, ss_addr_sk#4, ss_ticket_number#6, ss_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9, ca_city#23]
Input [8]: [ss_customer_sk#2, ss_addr_sk#4, ss_ticket_number#6, ss_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9, ca_address_sk#22, ca_city#23]

(31) HashAggregate [codegen id : 5]
Input [7]: [ss_customer_sk#2, ss_addr_sk#4, ss_ticket_number#6, ss_ext_sales_price#7, ss_ext_list_price#8, ss_ext_tax#9, ca_city#23]
Keys [4]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#23]
Functions [3]: [partial_sum(UnscaledValue(ss_ext_sales_price#7)), partial_sum(UnscaledValue(ss_ext_list_price#8)), partial_sum(UnscaledValue(ss_ext_tax#9))]
Aggregate Attributes [3]: [sum#24, sum#25, sum#26]
Results [7]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#23, sum#27, sum#28, sum#29]

(32) Exchange
Input [7]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#23, sum#27, sum#28, sum#29]
Arguments: hashpartitioning(ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#23, 5), true, [id=#30]

(33) HashAggregate [codegen id : 6]
Input [7]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#23, sum#27, sum#28, sum#29]
Keys [4]: [ss_ticket_number#6, ss_customer_sk#2, ss_addr_sk#4, ca_city#23]
Functions [3]: [sum(UnscaledValue(ss_ext_sales_price#7)), sum(UnscaledValue(ss_ext_list_price#8)), sum(UnscaledValue(ss_ext_tax#9))]
Aggregate Attributes [3]: [sum(UnscaledValue(ss_ext_sales_price#7))#31, sum(UnscaledValue(ss_ext_list_price#8))#32, sum(UnscaledValue(ss_ext_tax#9))#33]
Results [6]: [ss_ticket_number#6, ss_customer_sk#2, ca_city#23 AS bought_city#34, MakeDecimal(sum(UnscaledValue(ss_ext_sales_price#7))#31,17,2) AS extended_price#35, MakeDecimal(sum(UnscaledValue(ss_ext_list_price#8))#32,17,2) AS list_price#36, MakeDecimal(sum(UnscaledValue(ss_ext_tax#9))#33,17,2) AS extended_tax#37]

(34) Exchange
Input [6]: [ss_ticket_number#6, ss_customer_sk#2, bought_city#34, extended_price#35, list_price#36, extended_tax#37]
Arguments: hashpartitioning(ss_customer_sk#2, 5), true, [id=#38]

(35) Sort [codegen id : 7]
Input [6]: [ss_ticket_number#6, ss_customer_sk#2, bought_city#34, extended_price#35, list_price#36, extended_tax#37]
Arguments: [ss_customer_sk#2 ASC NULLS FIRST], false, 0

(36) Scan parquet default.customer
Output [4]: [c_customer_sk#39, c_current_addr_sk#40, c_first_name#41, c_last_name#42]
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>

(37) ColumnarToRow [codegen id : 8]
Input [4]: [c_customer_sk#39, c_current_addr_sk#40, c_first_name#41, c_last_name#42]

(38) Filter [codegen id : 8]
Input [4]: [c_customer_sk#39, c_current_addr_sk#40, c_first_name#41, c_last_name#42]
Condition : (isnotnull(c_customer_sk#39) AND isnotnull(c_current_addr_sk#40))

(39) Exchange
Input [4]: [c_customer_sk#39, c_current_addr_sk#40, c_first_name#41, c_last_name#42]
Arguments: hashpartitioning(c_customer_sk#39, 5), true, [id=#43]

(40) Sort [codegen id : 9]
Input [4]: [c_customer_sk#39, c_current_addr_sk#40, c_first_name#41, c_last_name#42]
Arguments: [c_customer_sk#39 ASC NULLS FIRST], false, 0

(41) SortMergeJoin [codegen id : 10]
Left keys [1]: [ss_customer_sk#2]
Right keys [1]: [c_customer_sk#39]
Join condition: None

(42) Project [codegen id : 10]
Output [8]: [ss_ticket_number#6, bought_city#34, extended_price#35, list_price#36, extended_tax#37, c_current_addr_sk#40, c_first_name#41, c_last_name#42]
Input [10]: [ss_ticket_number#6, ss_customer_sk#2, bought_city#34, extended_price#35, list_price#36, extended_tax#37, c_customer_sk#39, c_current_addr_sk#40, c_first_name#41, c_last_name#42]

(43) Exchange
Input [8]: [ss_ticket_number#6, bought_city#34, extended_price#35, list_price#36, extended_tax#37, c_current_addr_sk#40, c_first_name#41, c_last_name#42]
Arguments: hashpartitioning(c_current_addr_sk#40, 5), true, [id=#44]

(44) Sort [codegen id : 11]
Input [8]: [ss_ticket_number#6, bought_city#34, extended_price#35, list_price#36, extended_tax#37, c_current_addr_sk#40, c_first_name#41, c_last_name#42]
Arguments: [c_current_addr_sk#40 ASC NULLS FIRST], false, 0

(45) Scan parquet default.customer_address
Output [2]: [ca_address_sk#22, ca_city#23]
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>

(46) ColumnarToRow [codegen id : 12]
Input [2]: [ca_address_sk#22, ca_city#23]

(47) Filter [codegen id : 12]
Input [2]: [ca_address_sk#22, ca_city#23]
Condition : (isnotnull(ca_address_sk#22) AND isnotnull(ca_city#23))

(48) Exchange
Input [2]: [ca_address_sk#22, ca_city#23]
Arguments: hashpartitioning(ca_address_sk#22, 5), true, [id=#45]

(49) Sort [codegen id : 13]
Input [2]: [ca_address_sk#22, ca_city#23]
Arguments: [ca_address_sk#22 ASC NULLS FIRST], false, 0

(50) SortMergeJoin [codegen id : 14]
Left keys [1]: [c_current_addr_sk#40]
Right keys [1]: [ca_address_sk#22]
Join condition: NOT (ca_city#23 = bought_city#34)

(51) Project [codegen id : 14]
Output [8]: [c_last_name#42, c_first_name#41, ca_city#23, bought_city#34, ss_ticket_number#6, extended_price#35, extended_tax#37, list_price#36]
Input [10]: [ss_ticket_number#6, bought_city#34, extended_price#35, list_price#36, extended_tax#37, c_current_addr_sk#40, c_first_name#41, c_last_name#42, ca_address_sk#22, ca_city#23]

(52) TakeOrderedAndProject
Input [8]: [c_last_name#42, c_first_name#41, ca_city#23, bought_city#34, ss_ticket_number#6, extended_price#35, extended_tax#37, list_price#36]
Arguments: 100, [c_last_name#42 ASC NULLS FIRST, ss_ticket_number#6 ASC NULLS FIRST], [c_last_name#42, c_first_name#41, ca_city#23, bought_city#34, ss_ticket_number#6, extended_price#35, extended_tax#37, list_price#36]

