== Physical Plan ==
TakeOrderedAndProject (72)
+- * HashAggregate (71)
   +- Exchange (70)
      +- * HashAggregate (69)
         +- * Expand (68)
            +- Union (67)
               :- * Project (58)
               :  +- * Filter (57)
               :     +- * HashAggregate (56)
               :        +- Exchange (55)
               :           +- * HashAggregate (54)
               :              +- * ColumnarToRow (53)
               :                 +- CometProject (52)
               :                    +- CometBroadcastHashJoin (51)
               :                       :- CometProject (46)
               :                       :  +- CometBroadcastHashJoin (45)
               :                       :     :- CometBroadcastHashJoin (39)
               :                       :     :  :- CometFilter (2)
               :                       :     :  :  +- CometNativeScan: `spark_catalog`.`default`.`store_sales` (1)
               :                       :     :  +- CometBroadcastExchange (38)
               :                       :     :     +- CometProject (37)
               :                       :     :        +- CometBroadcastHashJoin (36)
               :                       :     :           :- CometFilter (4)
               :                       :     :           :  +- CometNativeScan: `spark_catalog`.`default`.`item` (3)
               :                       :     :           +- CometBroadcastExchange (35)
               :                       :     :              +- CometBroadcastHashJoin (34)
               :                       :     :                 :- CometHashAggregate (32)
               :                       :     :                 :  +- CometExchange (31)
               :                       :     :                 :     +- CometHashAggregate (30)
               :                       :     :                 :        +- CometProject (29)
               :                       :     :                 :           +- CometBroadcastHashJoin (28)
               :                       :     :                 :              :- CometProject (26)
               :                       :     :                 :              :  +- CometBroadcastHashJoin (25)
               :                       :     :                 :              :     :- CometFilter (6)
               :                       :     :                 :              :     :  +- CometNativeScan: `spark_catalog`.`default`.`store_sales` (5)
               :                       :     :                 :              :     +- CometBroadcastExchange (24)
               :                       :     :                 :              :        +- CometBroadcastHashJoin (23)
               :                       :     :                 :              :           :- CometFilter (8)
               :                       :     :                 :              :           :  +- CometNativeScan: `spark_catalog`.`default`.`item` (7)
               :                       :     :                 :              :           +- CometBroadcastExchange (22)
               :                       :     :                 :              :              +- CometProject (21)
               :                       :     :                 :              :                 +- CometBroadcastHashJoin (20)
               :                       :     :                 :              :                    :- CometProject (15)
               :                       :     :                 :              :                    :  +- CometBroadcastHashJoin (14)
               :                       :     :                 :              :                    :     :- CometFilter (10)
               :                       :     :                 :              :                    :     :  +- CometNativeScan: `spark_catalog`.`default`.`catalog_sales` (9)
               :                       :     :                 :              :                    :     +- CometBroadcastExchange (13)
               :                       :     :                 :              :                    :        +- CometFilter (12)
               :                       :     :                 :              :                    :           +- CometNativeScan: `spark_catalog`.`default`.`item` (11)
               :                       :     :                 :              :                    +- CometBroadcastExchange (19)
               :                       :     :                 :              :                       +- CometProject (18)
               :                       :     :                 :              :                          +- CometFilter (17)
               :                       :     :                 :              :                             +- CometNativeScan: `spark_catalog`.`default`.`date_dim` (16)
               :                       :     :                 :              +- ReusedExchange (27)
               :                       :     :                 +- ReusedExchange (33)
               :                       :     +- CometBroadcastExchange (44)
               :                       :        +- CometBroadcastHashJoin (43)
               :                       :           :- CometFilter (41)
               :                       :           :  +- CometNativeScan: `spark_catalog`.`default`.`item` (40)
               :                       :           +- ReusedExchange (42)
               :                       +- CometBroadcastExchange (50)
               :                          +- CometProject (49)
               :                             +- CometFilter (48)
               :                                +- CometNativeScan: `spark_catalog`.`default`.`date_dim` (47)
               :- * Project (62)
               :  +- * Filter (61)
               :     +- * HashAggregate (60)
               :        +- ReusedExchange (59)
               +- * Project (66)
                  +- * Filter (65)
                     +- * HashAggregate (64)
                        +- ReusedExchange (63)


(1) CometNativeScan: `spark_catalog`.`default`.`store_sales`
Output [4]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4]
Arguments: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4]

(2) CometFilter
Input [4]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4]
Condition : isnotnull(ss_item_sk#1)

(3) CometNativeScan: `spark_catalog`.`default`.`item`
Output [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Arguments: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(4) CometFilter
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Condition : ((isnotnull(i_brand_id#6) AND isnotnull(i_class_id#7)) AND isnotnull(i_category_id#8))

(5) CometNativeScan: `spark_catalog`.`default`.`store_sales`
Output [2]: [ss_item_sk#9, ss_sold_date_sk#10]
Arguments: [ss_item_sk#9, ss_sold_date_sk#10]

(6) CometFilter
Input [2]: [ss_item_sk#9, ss_sold_date_sk#10]
Condition : isnotnull(ss_item_sk#9)

(7) CometNativeScan: `spark_catalog`.`default`.`item`
Output [4]: [i_item_sk#11, i_brand_id#12, i_class_id#13, i_category_id#14]
Arguments: [i_item_sk#11, i_brand_id#12, i_class_id#13, i_category_id#14]

(8) CometFilter
Input [4]: [i_item_sk#11, i_brand_id#12, i_class_id#13, i_category_id#14]
Condition : (((isnotnull(i_item_sk#11) AND isnotnull(i_brand_id#12)) AND isnotnull(i_class_id#13)) AND isnotnull(i_category_id#14))

(9) CometNativeScan: `spark_catalog`.`default`.`catalog_sales`
Output [2]: [cs_item_sk#15, cs_sold_date_sk#16]
Arguments: [cs_item_sk#15, cs_sold_date_sk#16]

(10) CometFilter
Input [2]: [cs_item_sk#15, cs_sold_date_sk#16]
Condition : isnotnull(cs_item_sk#15)

(11) CometNativeScan: `spark_catalog`.`default`.`item`
Output [4]: [i_item_sk#17, i_brand_id#18, i_class_id#19, i_category_id#20]
Arguments: [i_item_sk#17, i_brand_id#18, i_class_id#19, i_category_id#20]

(12) CometFilter
Input [4]: [i_item_sk#17, i_brand_id#18, i_class_id#19, i_category_id#20]
Condition : isnotnull(i_item_sk#17)

(13) CometBroadcastExchange
Input [4]: [i_item_sk#17, i_brand_id#18, i_class_id#19, i_category_id#20]
Arguments: [i_item_sk#17, i_brand_id#18, i_class_id#19, i_category_id#20]

(14) CometBroadcastHashJoin
Left output [2]: [cs_item_sk#15, cs_sold_date_sk#16]
Right output [4]: [i_item_sk#17, i_brand_id#18, i_class_id#19, i_category_id#20]
Arguments: [cs_item_sk#15], [i_item_sk#17], Inner, BuildRight

(15) CometProject
Input [6]: [cs_item_sk#15, cs_sold_date_sk#16, i_item_sk#17, i_brand_id#18, i_class_id#19, i_category_id#20]
Arguments: [cs_sold_date_sk#16, i_brand_id#18, i_class_id#19, i_category_id#20], [cs_sold_date_sk#16, i_brand_id#18, i_class_id#19, i_category_id#20]

(16) CometNativeScan: `spark_catalog`.`default`.`date_dim`
Output [2]: [d_date_sk#21, d_year#22]
Arguments: [d_date_sk#21, d_year#22]

(17) CometFilter
Input [2]: [d_date_sk#21, d_year#22]
Condition : (((isnotnull(d_year#22) AND (d_year#22 >= 1999)) AND (d_year#22 <= 2001)) AND isnotnull(d_date_sk#21))

(18) CometProject
Input [2]: [d_date_sk#21, d_year#22]
Arguments: [d_date_sk#21], [d_date_sk#21]

(19) CometBroadcastExchange
Input [1]: [d_date_sk#21]
Arguments: [d_date_sk#21]

(20) CometBroadcastHashJoin
Left output [4]: [cs_sold_date_sk#16, i_brand_id#18, i_class_id#19, i_category_id#20]
Right output [1]: [d_date_sk#21]
Arguments: [cs_sold_date_sk#16], [d_date_sk#21], Inner, BuildRight

(21) CometProject
Input [5]: [cs_sold_date_sk#16, i_brand_id#18, i_class_id#19, i_category_id#20, d_date_sk#21]
Arguments: [i_brand_id#18, i_class_id#19, i_category_id#20], [i_brand_id#18, i_class_id#19, i_category_id#20]

(22) CometBroadcastExchange
Input [3]: [i_brand_id#18, i_class_id#19, i_category_id#20]
Arguments: [i_brand_id#18, i_class_id#19, i_category_id#20]

(23) CometBroadcastHashJoin
Left output [4]: [i_item_sk#11, i_brand_id#12, i_class_id#13, i_category_id#14]
Right output [3]: [i_brand_id#18, i_class_id#19, i_category_id#20]
Arguments: [coalesce(i_brand_id#12, 0), isnull(i_brand_id#12), coalesce(i_class_id#13, 0), isnull(i_class_id#13), coalesce(i_category_id#14, 0), isnull(i_category_id#14)], [coalesce(i_brand_id#18, 0), isnull(i_brand_id#18), coalesce(i_class_id#19, 0), isnull(i_class_id#19), coalesce(i_category_id#20, 0), isnull(i_category_id#20)], LeftSemi, BuildRight

(24) CometBroadcastExchange
Input [4]: [i_item_sk#11, i_brand_id#12, i_class_id#13, i_category_id#14]
Arguments: [i_item_sk#11, i_brand_id#12, i_class_id#13, i_category_id#14]

(25) CometBroadcastHashJoin
Left output [2]: [ss_item_sk#9, ss_sold_date_sk#10]
Right output [4]: [i_item_sk#11, i_brand_id#12, i_class_id#13, i_category_id#14]
Arguments: [ss_item_sk#9], [i_item_sk#11], Inner, BuildRight

(26) CometProject
Input [6]: [ss_item_sk#9, ss_sold_date_sk#10, i_item_sk#11, i_brand_id#12, i_class_id#13, i_category_id#14]
Arguments: [ss_sold_date_sk#10, i_brand_id#12, i_class_id#13, i_category_id#14], [ss_sold_date_sk#10, i_brand_id#12, i_class_id#13, i_category_id#14]

(27) ReusedExchange [Reuses operator id: 19]
Output [1]: [d_date_sk#23]

(28) CometBroadcastHashJoin
Left output [4]: [ss_sold_date_sk#10, i_brand_id#12, i_class_id#13, i_category_id#14]
Right output [1]: [d_date_sk#23]
Arguments: [ss_sold_date_sk#10], [d_date_sk#23], Inner, BuildRight

(29) CometProject
Input [5]: [ss_sold_date_sk#10, i_brand_id#12, i_class_id#13, i_category_id#14, d_date_sk#23]
Arguments: [brand_id#24, class_id#25, category_id#26], [i_brand_id#12 AS brand_id#24, i_class_id#13 AS class_id#25, i_category_id#14 AS category_id#26]

(30) CometHashAggregate
Input [3]: [brand_id#24, class_id#25, category_id#26]
Keys [3]: [brand_id#24, class_id#25, category_id#26]
Functions: []

(31) CometExchange
Input [3]: [brand_id#24, class_id#25, category_id#26]
Arguments: hashpartitioning(brand_id#24, class_id#25, category_id#26, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=1]

(32) CometHashAggregate
Input [3]: [brand_id#24, class_id#25, category_id#26]
Keys [3]: [brand_id#24, class_id#25, category_id#26]
Functions: []

(33) ReusedExchange [Reuses operator id: 22]
Output [3]: [i_brand_id#27, i_class_id#28, i_category_id#29]

(34) CometBroadcastHashJoin
Left output [3]: [brand_id#24, class_id#25, category_id#26]
Right output [3]: [i_brand_id#27, i_class_id#28, i_category_id#29]
Arguments: [coalesce(brand_id#24, 0), isnull(brand_id#24), coalesce(class_id#25, 0), isnull(class_id#25), coalesce(category_id#26, 0), isnull(category_id#26)], [coalesce(i_brand_id#27, 0), isnull(i_brand_id#27), coalesce(i_class_id#28, 0), isnull(i_class_id#28), coalesce(i_category_id#29, 0), isnull(i_category_id#29)], LeftSemi, BuildRight

(35) CometBroadcastExchange
Input [3]: [brand_id#24, class_id#25, category_id#26]
Arguments: [brand_id#24, class_id#25, category_id#26]

(36) CometBroadcastHashJoin
Left output [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Right output [3]: [brand_id#24, class_id#25, category_id#26]
Arguments: [i_brand_id#6, i_class_id#7, i_category_id#8], [brand_id#24, class_id#25, category_id#26], Inner, BuildRight

(37) CometProject
Input [7]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8, brand_id#24, class_id#25, category_id#26]
Arguments: [ss_item_sk#30], [i_item_sk#5 AS ss_item_sk#30]

(38) CometBroadcastExchange
Input [1]: [ss_item_sk#30]
Arguments: [ss_item_sk#30]

(39) CometBroadcastHashJoin
Left output [4]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4]
Right output [1]: [ss_item_sk#30]
Arguments: [ss_item_sk#1], [ss_item_sk#30], LeftSemi, BuildRight

(40) CometNativeScan: `spark_catalog`.`default`.`item`
Output [4]: [i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]
Arguments: [i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]

(41) CometFilter
Input [4]: [i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]
Condition : isnotnull(i_item_sk#31)

(42) ReusedExchange [Reuses operator id: 38]
Output [1]: [ss_item_sk#30]

(43) CometBroadcastHashJoin
Left output [4]: [i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]
Right output [1]: [ss_item_sk#30]
Arguments: [i_item_sk#31], [ss_item_sk#30], LeftSemi, BuildRight

(44) CometBroadcastExchange
Input [4]: [i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]
Arguments: [i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]

(45) CometBroadcastHashJoin
Left output [4]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4]
Right output [4]: [i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]
Arguments: [ss_item_sk#1], [i_item_sk#31], Inner, BuildRight

(46) CometProject
Input [8]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4, i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]
Arguments: [ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4, i_brand_id#32, i_class_id#33, i_category_id#34], [ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4, i_brand_id#32, i_class_id#33, i_category_id#34]

(47) CometNativeScan: `spark_catalog`.`default`.`date_dim`
Output [3]: [d_date_sk#35, d_year#36, d_moy#37]
Arguments: [d_date_sk#35, d_year#36, d_moy#37]

(48) CometFilter
Input [3]: [d_date_sk#35, d_year#36, d_moy#37]
Condition : ((((isnotnull(d_year#36) AND isnotnull(d_moy#37)) AND (d_year#36 = 2001)) AND (d_moy#37 = 11)) AND isnotnull(d_date_sk#35))

(49) CometProject
Input [3]: [d_date_sk#35, d_year#36, d_moy#37]
Arguments: [d_date_sk#35], [d_date_sk#35]

(50) CometBroadcastExchange
Input [1]: [d_date_sk#35]
Arguments: [d_date_sk#35]

(51) CometBroadcastHashJoin
Left output [6]: [ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4, i_brand_id#32, i_class_id#33, i_category_id#34]
Right output [1]: [d_date_sk#35]
Arguments: [ss_sold_date_sk#4], [d_date_sk#35], Inner, BuildRight

(52) CometProject
Input [7]: [ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4, i_brand_id#32, i_class_id#33, i_category_id#34, d_date_sk#35]
Arguments: [ss_quantity#2, ss_list_price#3, i_brand_id#32, i_class_id#33, i_category_id#34], [ss_quantity#2, ss_list_price#3, i_brand_id#32, i_class_id#33, i_category_id#34]

(53) ColumnarToRow [codegen id : 1]
Input [5]: [ss_quantity#2, ss_list_price#3, i_brand_id#32, i_class_id#33, i_category_id#34]

(54) HashAggregate [codegen id : 1]
Input [5]: [ss_quantity#2, ss_list_price#3, i_brand_id#32, i_class_id#33, i_category_id#34]
Keys [3]: [i_brand_id#32, i_class_id#33, i_category_id#34]
Functions [2]: [partial_sum((cast(ss_quantity#2 as decimal(10,0)) * ss_list_price#3)), partial_count(1)]
Aggregate Attributes [3]: [sum#38, isEmpty#39, count#40]
Results [6]: [i_brand_id#32, i_class_id#33, i_category_id#34, sum#41, isEmpty#42, count#43]

(55) Exchange
Input [6]: [i_brand_id#32, i_class_id#33, i_category_id#34, sum#41, isEmpty#42, count#43]
Arguments: hashpartitioning(i_brand_id#32, i_class_id#33, i_category_id#34, 5), ENSURE_REQUIREMENTS, [plan_id=2]

(56) HashAggregate [codegen id : 2]
Input [6]: [i_brand_id#32, i_class_id#33, i_category_id#34, sum#41, isEmpty#42, count#43]
Keys [3]: [i_brand_id#32, i_class_id#33, i_category_id#34]
Functions [2]: [sum((cast(ss_quantity#2 as decimal(10,0)) * ss_list_price#3)), count(1)]
Aggregate Attributes [2]: [sum((cast(ss_quantity#2 as decimal(10,0)) * ss_list_price#3))#44, count(1)#45]
Results [5]: [i_brand_id#32, i_class_id#33, i_category_id#34, sum((cast(ss_quantity#2 as decimal(10,0)) * ss_list_price#3))#44 AS sales#46, count(1)#45 AS number_sales#47]

(57) Filter [codegen id : 2]
Input [5]: [i_brand_id#32, i_class_id#33, i_category_id#34, sales#46, number_sales#47]
Condition : (isnotnull(sales#46) AND (cast(sales#46 as decimal(32,6)) > cast(Subquery scalar-subquery#48, [id=#49] as decimal(32,6))))

(58) Project [codegen id : 2]
Output [6]: [sales#46, number_sales#47, store AS channel#50, i_brand_id#32 AS i_brand_id#51, i_class_id#33 AS i_class_id#52, i_category_id#34 AS i_category_id#53]
Input [5]: [i_brand_id#32, i_class_id#33, i_category_id#34, sales#46, number_sales#47]

(59) ReusedExchange [Reuses operator id: 55]
Output [6]: [i_brand_id#54, i_class_id#55, i_category_id#56, sum#57, isEmpty#58, count#59]

(60) HashAggregate [codegen id : 4]
Input [6]: [i_brand_id#54, i_class_id#55, i_category_id#56, sum#57, isEmpty#58, count#59]
Keys [3]: [i_brand_id#54, i_class_id#55, i_category_id#56]
Functions [2]: [sum((cast(cs_quantity#60 as decimal(10,0)) * cs_list_price#61)), count(1)]
Aggregate Attributes [2]: [sum((cast(cs_quantity#60 as decimal(10,0)) * cs_list_price#61))#62, count(1)#63]
Results [5]: [i_brand_id#54, i_class_id#55, i_category_id#56, sum((cast(cs_quantity#60 as decimal(10,0)) * cs_list_price#61))#62 AS sales#64, count(1)#63 AS number_sales#65]

(61) Filter [codegen id : 4]
Input [5]: [i_brand_id#54, i_class_id#55, i_category_id#56, sales#64, number_sales#65]
Condition : (isnotnull(sales#64) AND (cast(sales#64 as decimal(32,6)) > cast(ReusedSubquery Subquery scalar-subquery#48, [id=#49] as decimal(32,6))))

(62) Project [codegen id : 4]
Output [6]: [sales#64, number_sales#65, catalog AS channel#66, i_brand_id#54, i_class_id#55, i_category_id#56]
Input [5]: [i_brand_id#54, i_class_id#55, i_category_id#56, sales#64, number_sales#65]

(63) ReusedExchange [Reuses operator id: 55]
Output [6]: [i_brand_id#67, i_class_id#68, i_category_id#69, sum#70, isEmpty#71, count#72]

(64) HashAggregate [codegen id : 6]
Input [6]: [i_brand_id#67, i_class_id#68, i_category_id#69, sum#70, isEmpty#71, count#72]
Keys [3]: [i_brand_id#67, i_class_id#68, i_category_id#69]
Functions [2]: [sum((cast(ws_quantity#73 as decimal(10,0)) * ws_list_price#74)), count(1)]
Aggregate Attributes [2]: [sum((cast(ws_quantity#73 as decimal(10,0)) * ws_list_price#74))#75, count(1)#76]
Results [5]: [i_brand_id#67, i_class_id#68, i_category_id#69, sum((cast(ws_quantity#73 as decimal(10,0)) * ws_list_price#74))#75 AS sales#77, count(1)#76 AS number_sales#78]

(65) Filter [codegen id : 6]
Input [5]: [i_brand_id#67, i_class_id#68, i_category_id#69, sales#77, number_sales#78]
Condition : (isnotnull(sales#77) AND (cast(sales#77 as decimal(32,6)) > cast(ReusedSubquery Subquery scalar-subquery#48, [id=#49] as decimal(32,6))))

(66) Project [codegen id : 6]
Output [6]: [sales#77, number_sales#78, web AS channel#79, i_brand_id#67, i_class_id#68, i_category_id#69]
Input [5]: [i_brand_id#67, i_class_id#68, i_category_id#69, sales#77, number_sales#78]

(67) Union

(68) Expand [codegen id : 7]
Input [6]: [sales#46, number_sales#47, channel#50, i_brand_id#51, i_class_id#52, i_category_id#53]
Arguments: [[sales#46, number_sales#47, channel#50, i_brand_id#51, i_class_id#52, i_category_id#53, 0], [sales#46, number_sales#47, channel#50, i_brand_id#51, i_class_id#52, null, 1], [sales#46, number_sales#47, channel#50, i_brand_id#51, null, null, 3], [sales#46, number_sales#47, channel#50, null, null, null, 7], [sales#46, number_sales#47, null, null, null, null, 15]], [sales#46, number_sales#47, channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, spark_grouping_id#84]

(69) HashAggregate [codegen id : 7]
Input [7]: [sales#46, number_sales#47, channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, spark_grouping_id#84]
Keys [5]: [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, spark_grouping_id#84]
Functions [2]: [partial_sum(sales#46), partial_sum(number_sales#47)]
Aggregate Attributes [3]: [sum#85, isEmpty#86, sum#87]
Results [8]: [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, spark_grouping_id#84, sum#88, isEmpty#89, sum#90]

(70) Exchange
Input [8]: [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, spark_grouping_id#84, sum#88, isEmpty#89, sum#90]
Arguments: hashpartitioning(channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, spark_grouping_id#84, 5), ENSURE_REQUIREMENTS, [plan_id=3]

(71) HashAggregate [codegen id : 8]
Input [8]: [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, spark_grouping_id#84, sum#88, isEmpty#89, sum#90]
Keys [5]: [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, spark_grouping_id#84]
Functions [2]: [sum(sales#46), sum(number_sales#47)]
Aggregate Attributes [2]: [sum(sales#46)#91, sum(number_sales#47)#92]
Results [6]: [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, sum(sales#46)#91 AS sum(sales)#93, sum(number_sales#47)#92 AS sum(number_sales)#94]

(72) TakeOrderedAndProject
Input [6]: [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, sum(sales)#93, sum(number_sales)#94]
Arguments: 100, [channel#80 ASC NULLS FIRST, i_brand_id#81 ASC NULLS FIRST, i_class_id#82 ASC NULLS FIRST, i_category_id#83 ASC NULLS FIRST], [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, sum(sales)#93, sum(number_sales)#94]

===== Subqueries =====

Subquery:1 Hosting operator id = 57 Hosting Expression = Subquery scalar-subquery#48, [id=#49]
* HashAggregate (89)
+- Exchange (88)
   +- * HashAggregate (87)
      +- * ColumnarToRow (86)
         +- CometUnion (85)
            :- CometProject (76)
            :  +- CometBroadcastHashJoin (75)
            :     :- CometNativeScan: `spark_catalog`.`default`.`store_sales` (73)
            :     +- ReusedExchange (74)
            :- CometProject (80)
            :  +- CometBroadcastHashJoin (79)
            :     :- CometNativeScan: `spark_catalog`.`default`.`catalog_sales` (77)
            :     +- ReusedExchange (78)
            +- CometProject (84)
               +- CometBroadcastHashJoin (83)
                  :- CometNativeScan: `spark_catalog`.`default`.`web_sales` (81)
                  +- ReusedExchange (82)


(73) CometNativeScan: `spark_catalog`.`default`.`store_sales`
Output [3]: [ss_quantity#95, ss_list_price#96, ss_sold_date_sk#97]
Arguments: [ss_quantity#95, ss_list_price#96, ss_sold_date_sk#97]

(74) ReusedExchange [Reuses operator id: 19]
Output [1]: [d_date_sk#98]

(75) CometBroadcastHashJoin
Left output [3]: [ss_quantity#95, ss_list_price#96, ss_sold_date_sk#97]
Right output [1]: [d_date_sk#98]
Arguments: [ss_sold_date_sk#97], [d_date_sk#98], Inner, BuildRight

(76) CometProject
Input [4]: [ss_quantity#95, ss_list_price#96, ss_sold_date_sk#97, d_date_sk#98]
Arguments: [quantity#99, list_price#100], [ss_quantity#95 AS quantity#99, ss_list_price#96 AS list_price#100]

(77) CometNativeScan: `spark_catalog`.`default`.`catalog_sales`
Output [3]: [cs_quantity#101, cs_list_price#102, cs_sold_date_sk#103]
Arguments: [cs_quantity#101, cs_list_price#102, cs_sold_date_sk#103]

(78) ReusedExchange [Reuses operator id: 19]
Output [1]: [d_date_sk#104]

(79) CometBroadcastHashJoin
Left output [3]: [cs_quantity#101, cs_list_price#102, cs_sold_date_sk#103]
Right output [1]: [d_date_sk#104]
Arguments: [cs_sold_date_sk#103], [d_date_sk#104], Inner, BuildRight

(80) CometProject
Input [4]: [cs_quantity#101, cs_list_price#102, cs_sold_date_sk#103, d_date_sk#104]
Arguments: [quantity#105, list_price#106], [cs_quantity#101 AS quantity#105, cs_list_price#102 AS list_price#106]

(81) CometNativeScan: `spark_catalog`.`default`.`web_sales`
Output [3]: [ws_quantity#107, ws_list_price#108, ws_sold_date_sk#109]
Arguments: [ws_quantity#107, ws_list_price#108, ws_sold_date_sk#109]

(82) ReusedExchange [Reuses operator id: 19]
Output [1]: [d_date_sk#110]

(83) CometBroadcastHashJoin
Left output [3]: [ws_quantity#107, ws_list_price#108, ws_sold_date_sk#109]
Right output [1]: [d_date_sk#110]
Arguments: [ws_sold_date_sk#109], [d_date_sk#110], Inner, BuildRight

(84) CometProject
Input [4]: [ws_quantity#107, ws_list_price#108, ws_sold_date_sk#109, d_date_sk#110]
Arguments: [quantity#111, list_price#112], [ws_quantity#107 AS quantity#111, ws_list_price#108 AS list_price#112]

(85) CometUnion
Child 0 Input [2]: [quantity#99, list_price#100]
Child 1 Input [2]: [quantity#105, list_price#106]
Child 2 Input [2]: [quantity#111, list_price#112]

(86) ColumnarToRow [codegen id : 1]
Input [2]: [quantity#99, list_price#100]

(87) HashAggregate [codegen id : 1]
Input [2]: [quantity#99, list_price#100]
Keys: []
Functions [1]: [partial_avg((cast(quantity#99 as decimal(10,0)) * list_price#100))]
Aggregate Attributes [2]: [sum#113, count#114]
Results [2]: [sum#115, count#116]

(88) Exchange
Input [2]: [sum#115, count#116]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4]

(89) HashAggregate [codegen id : 2]
Input [2]: [sum#115, count#116]
Keys: []
Functions [1]: [avg((cast(quantity#99 as decimal(10,0)) * list_price#100))]
Aggregate Attributes [1]: [avg((cast(quantity#99 as decimal(10,0)) * list_price#100))#117]
Results [1]: [avg((cast(quantity#99 as decimal(10,0)) * list_price#100))#117 AS average_sales#118]

Subquery:2 Hosting operator id = 61 Hosting Expression = ReusedSubquery Subquery scalar-subquery#48, [id=#49]

Subquery:3 Hosting operator id = 65 Hosting Expression = ReusedSubquery Subquery scalar-subquery#48, [id=#49]


