== Physical Plan ==
TakeOrderedAndProject (143)
+- * HashAggregate (142)
   +- Exchange (141)
      +- * HashAggregate (140)
         +- Union (139)
            :- * HashAggregate (118)
            :  +- Exchange (117)
            :     +- * HashAggregate (116)
            :        +- Union (115)
            :           :- * Filter (78)
            :           :  +- * HashAggregate (77)
            :           :     +- Exchange (76)
            :           :        +- * HashAggregate (75)
            :           :           +- * Project (74)
            :           :              +- * BroadcastHashJoin Inner BuildRight (73)
            :           :                 :- * Project (63)
            :           :                 :  +- * BroadcastHashJoin Inner BuildRight (62)
            :           :                 :     :- * SortMergeJoin LeftSemi (60)
            :           :                 :     :  :- * Sort (5)
            :           :                 :     :  :  +- Exchange (4)
            :           :                 :     :  :     +- * Filter (3)
            :           :                 :     :  :        +- * ColumnarToRow (2)
            :           :                 :     :  :           +- Scan parquet default.store_sales (1)
            :           :                 :     :  +- * Sort (59)
            :           :                 :     :     +- Exchange (58)
            :           :                 :     :        +- * Project (57)
            :           :                 :     :           +- * BroadcastHashJoin Inner BuildRight (56)
            :           :                 :     :              :- * Filter (8)
            :           :                 :     :              :  +- * ColumnarToRow (7)
            :           :                 :     :              :     +- Scan parquet default.item (6)
            :           :                 :     :              +- BroadcastExchange (55)
            :           :                 :     :                 +- * SortMergeJoin LeftSemi (54)
            :           :                 :     :                    :- * Sort (42)
            :           :                 :     :                    :  +- Exchange (41)
            :           :                 :     :                    :     +- * HashAggregate (40)
            :           :                 :     :                    :        +- Exchange (39)
            :           :                 :     :                    :           +- * HashAggregate (38)
            :           :                 :     :                    :              +- * Project (37)
            :           :                 :     :                    :                 +- * BroadcastHashJoin Inner BuildRight (36)
            :           :                 :     :                    :                    :- * Project (14)
            :           :                 :     :                    :                    :  +- * BroadcastHashJoin Inner BuildRight (13)
            :           :                 :     :                    :                    :     :- * Filter (11)
            :           :                 :     :                    :                    :     :  +- * ColumnarToRow (10)
            :           :                 :     :                    :                    :     :     +- Scan parquet default.store_sales (9)
            :           :                 :     :                    :                    :     +- ReusedExchange (12)
            :           :                 :     :                    :                    +- BroadcastExchange (35)
            :           :                 :     :                    :                       +- * SortMergeJoin LeftSemi (34)
            :           :                 :     :                    :                          :- * Sort (19)
            :           :                 :     :                    :                          :  +- Exchange (18)
            :           :                 :     :                    :                          :     +- * Filter (17)
            :           :                 :     :                    :                          :        +- * ColumnarToRow (16)
            :           :                 :     :                    :                          :           +- Scan parquet default.item (15)
            :           :                 :     :                    :                          +- * Sort (33)
            :           :                 :     :                    :                             +- Exchange (32)
            :           :                 :     :                    :                                +- * Project (31)
            :           :                 :     :                    :                                   +- * BroadcastHashJoin Inner BuildRight (30)
            :           :                 :     :                    :                                      :- * Project (25)
            :           :                 :     :                    :                                      :  +- * BroadcastHashJoin Inner BuildRight (24)
            :           :                 :     :                    :                                      :     :- * Filter (22)
            :           :                 :     :                    :                                      :     :  +- * ColumnarToRow (21)
            :           :                 :     :                    :                                      :     :     +- Scan parquet default.catalog_sales (20)
            :           :                 :     :                    :                                      :     +- ReusedExchange (23)
            :           :                 :     :                    :                                      +- BroadcastExchange (29)
            :           :                 :     :                    :                                         +- * Filter (28)
            :           :                 :     :                    :                                            +- * ColumnarToRow (27)
            :           :                 :     :                    :                                               +- Scan parquet default.item (26)
            :           :                 :     :                    +- * Sort (53)
            :           :                 :     :                       +- Exchange (52)
            :           :                 :     :                          +- * Project (51)
            :           :                 :     :                             +- * BroadcastHashJoin Inner BuildRight (50)
            :           :                 :     :                                :- * Project (48)
            :           :                 :     :                                :  +- * BroadcastHashJoin Inner BuildRight (47)
            :           :                 :     :                                :     :- * Filter (45)
            :           :                 :     :                                :     :  +- * ColumnarToRow (44)
            :           :                 :     :                                :     :     +- Scan parquet default.web_sales (43)
            :           :                 :     :                                :     +- ReusedExchange (46)
            :           :                 :     :                                +- ReusedExchange (49)
            :           :                 :     +- ReusedExchange (61)
            :           :                 +- BroadcastExchange (72)
            :           :                    +- * SortMergeJoin LeftSemi (71)
            :           :                       :- * Sort (68)
            :           :                       :  +- Exchange (67)
            :           :                       :     +- * Filter (66)
            :           :                       :        +- * ColumnarToRow (65)
            :           :                       :           +- Scan parquet default.item (64)
            :           :                       +- * Sort (70)
            :           :                          +- ReusedExchange (69)
            :           :- * Filter (96)
            :           :  +- * HashAggregate (95)
            :           :     +- Exchange (94)
            :           :        +- * HashAggregate (93)
            :           :           +- * Project (92)
            :           :              +- * BroadcastHashJoin Inner BuildRight (91)
            :           :                 :- * Project (89)
            :           :                 :  +- * BroadcastHashJoin Inner BuildRight (88)
            :           :                 :     :- * SortMergeJoin LeftSemi (86)
            :           :                 :     :  :- * Sort (83)
            :           :                 :     :  :  +- Exchange (82)
            :           :                 :     :  :     +- * Filter (81)
            :           :                 :     :  :        +- * ColumnarToRow (80)
            :           :                 :     :  :           +- Scan parquet default.catalog_sales (79)
            :           :                 :     :  +- * Sort (85)
            :           :                 :     :     +- ReusedExchange (84)
            :           :                 :     +- ReusedExchange (87)
            :           :                 +- ReusedExchange (90)
            :           +- * Filter (114)
            :              +- * HashAggregate (113)
            :                 +- Exchange (112)
            :                    +- * HashAggregate (111)
            :                       +- * Project (110)
            :                          +- * BroadcastHashJoin Inner BuildRight (109)
            :                             :- * Project (107)
            :                             :  +- * BroadcastHashJoin Inner BuildRight (106)
            :                             :     :- * SortMergeJoin LeftSemi (104)
            :                             :     :  :- * Sort (101)
            :                             :     :  :  +- Exchange (100)
            :                             :     :  :     +- * Filter (99)
            :                             :     :  :        +- * ColumnarToRow (98)
            :                             :     :  :           +- Scan parquet default.web_sales (97)
            :                             :     :  +- * Sort (103)
            :                             :     :     +- ReusedExchange (102)
            :                             :     +- ReusedExchange (105)
            :                             +- ReusedExchange (108)
            :- * HashAggregate (123)
            :  +- Exchange (122)
            :     +- * HashAggregate (121)
            :        +- * HashAggregate (120)
            :           +- ReusedExchange (119)
            :- * HashAggregate (128)
            :  +- Exchange (127)
            :     +- * HashAggregate (126)
            :        +- * HashAggregate (125)
            :           +- ReusedExchange (124)
            :- * HashAggregate (133)
            :  +- Exchange (132)
            :     +- * HashAggregate (131)
            :        +- * HashAggregate (130)
            :           +- ReusedExchange (129)
            +- * HashAggregate (138)
               +- Exchange (137)
                  +- * HashAggregate (136)
                     +- * HashAggregate (135)
                        +- ReusedExchange (134)


(1) Scan parquet default.store_sales
Output [4]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#4), dynamicpruningexpression(ss_sold_date_sk#4 IN dynamicpruning#5)]
PushedFilters: [IsNotNull(ss_item_sk)]
ReadSchema: struct<ss_item_sk:int,ss_quantity:int,ss_list_price:decimal(7,2)>

(2) ColumnarToRow [codegen id : 1]
Input [4]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4]

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

(4) Exchange
Input [4]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4]
Arguments: hashpartitioning(ss_item_sk#1, 5), ENSURE_REQUIREMENTS, [plan_id=1]

(5) Sort [codegen id : 2]
Input [4]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4]
Arguments: [ss_item_sk#1 ASC NULLS FIRST], false, 0

(6) Scan parquet default.item
Output [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_brand_id), IsNotNull(i_class_id), IsNotNull(i_category_id)]
ReadSchema: struct<i_item_sk:int,i_brand_id:int,i_class_id:int,i_category_id:int>

(7) ColumnarToRow [codegen id : 19]
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(8) Filter [codegen id : 19]
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]
Condition : ((isnotnull(i_brand_id#7) AND isnotnull(i_class_id#8)) AND isnotnull(i_category_id#9))

(9) Scan parquet default.store_sales
Output [2]: [ss_item_sk#10, ss_sold_date_sk#11]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#11), dynamicpruningexpression(ss_sold_date_sk#11 IN dynamicpruning#12)]
PushedFilters: [IsNotNull(ss_item_sk)]
ReadSchema: struct<ss_item_sk:int>

(10) ColumnarToRow [codegen id : 11]
Input [2]: [ss_item_sk#10, ss_sold_date_sk#11]

(11) Filter [codegen id : 11]
Input [2]: [ss_item_sk#10, ss_sold_date_sk#11]
Condition : isnotnull(ss_item_sk#10)

(12) ReusedExchange [Reuses operator id: 177]
Output [1]: [d_date_sk#13]

(13) BroadcastHashJoin [codegen id : 11]
Left keys [1]: [ss_sold_date_sk#11]
Right keys [1]: [d_date_sk#13]
Join condition: None

(14) Project [codegen id : 11]
Output [1]: [ss_item_sk#10]
Input [3]: [ss_item_sk#10, ss_sold_date_sk#11, d_date_sk#13]

(15) Scan parquet default.item
Output [4]: [i_item_sk#14, i_brand_id#15, i_class_id#16, i_category_id#17]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_item_sk), IsNotNull(i_brand_id), IsNotNull(i_class_id), IsNotNull(i_category_id)]
ReadSchema: struct<i_item_sk:int,i_brand_id:int,i_class_id:int,i_category_id:int>

(16) ColumnarToRow [codegen id : 4]
Input [4]: [i_item_sk#14, i_brand_id#15, i_class_id#16, i_category_id#17]

(17) Filter [codegen id : 4]
Input [4]: [i_item_sk#14, i_brand_id#15, i_class_id#16, i_category_id#17]
Condition : (((isnotnull(i_item_sk#14) AND isnotnull(i_brand_id#15)) AND isnotnull(i_class_id#16)) AND isnotnull(i_category_id#17))

(18) Exchange
Input [4]: [i_item_sk#14, i_brand_id#15, i_class_id#16, i_category_id#17]
Arguments: hashpartitioning(coalesce(i_brand_id#15, 0), isnull(i_brand_id#15), coalesce(i_class_id#16, 0), isnull(i_class_id#16), coalesce(i_category_id#17, 0), isnull(i_category_id#17), 5), ENSURE_REQUIREMENTS, [plan_id=2]

(19) Sort [codegen id : 5]
Input [4]: [i_item_sk#14, i_brand_id#15, i_class_id#16, i_category_id#17]
Arguments: [coalesce(i_brand_id#15, 0) ASC NULLS FIRST, isnull(i_brand_id#15) ASC NULLS FIRST, coalesce(i_class_id#16, 0) ASC NULLS FIRST, isnull(i_class_id#16) ASC NULLS FIRST, coalesce(i_category_id#17, 0) ASC NULLS FIRST, isnull(i_category_id#17) ASC NULLS FIRST], false, 0

(20) Scan parquet default.catalog_sales
Output [2]: [cs_item_sk#18, cs_sold_date_sk#19]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#19), dynamicpruningexpression(cs_sold_date_sk#19 IN dynamicpruning#12)]
PushedFilters: [IsNotNull(cs_item_sk)]
ReadSchema: struct<cs_item_sk:int>

(21) ColumnarToRow [codegen id : 8]
Input [2]: [cs_item_sk#18, cs_sold_date_sk#19]

(22) Filter [codegen id : 8]
Input [2]: [cs_item_sk#18, cs_sold_date_sk#19]
Condition : isnotnull(cs_item_sk#18)

(23) ReusedExchange [Reuses operator id: 177]
Output [1]: [d_date_sk#20]

(24) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_sold_date_sk#19]
Right keys [1]: [d_date_sk#20]
Join condition: None

(25) Project [codegen id : 8]
Output [1]: [cs_item_sk#18]
Input [3]: [cs_item_sk#18, cs_sold_date_sk#19, d_date_sk#20]

(26) Scan parquet default.item
Output [4]: [i_item_sk#21, i_brand_id#22, i_class_id#23, i_category_id#24]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_item_sk)]
ReadSchema: struct<i_item_sk:int,i_brand_id:int,i_class_id:int,i_category_id:int>

(27) ColumnarToRow [codegen id : 7]
Input [4]: [i_item_sk#21, i_brand_id#22, i_class_id#23, i_category_id#24]

(28) Filter [codegen id : 7]
Input [4]: [i_item_sk#21, i_brand_id#22, i_class_id#23, i_category_id#24]
Condition : isnotnull(i_item_sk#21)

(29) BroadcastExchange
Input [4]: [i_item_sk#21, i_brand_id#22, i_class_id#23, i_category_id#24]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=3]

(30) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_item_sk#18]
Right keys [1]: [i_item_sk#21]
Join condition: None

(31) Project [codegen id : 8]
Output [3]: [i_brand_id#22, i_class_id#23, i_category_id#24]
Input [5]: [cs_item_sk#18, i_item_sk#21, i_brand_id#22, i_class_id#23, i_category_id#24]

(32) Exchange
Input [3]: [i_brand_id#22, i_class_id#23, i_category_id#24]
Arguments: hashpartitioning(coalesce(i_brand_id#22, 0), isnull(i_brand_id#22), coalesce(i_class_id#23, 0), isnull(i_class_id#23), coalesce(i_category_id#24, 0), isnull(i_category_id#24), 5), ENSURE_REQUIREMENTS, [plan_id=4]

(33) Sort [codegen id : 9]
Input [3]: [i_brand_id#22, i_class_id#23, i_category_id#24]
Arguments: [coalesce(i_brand_id#22, 0) ASC NULLS FIRST, isnull(i_brand_id#22) ASC NULLS FIRST, coalesce(i_class_id#23, 0) ASC NULLS FIRST, isnull(i_class_id#23) ASC NULLS FIRST, coalesce(i_category_id#24, 0) ASC NULLS FIRST, isnull(i_category_id#24) ASC NULLS FIRST], false, 0

(34) SortMergeJoin [codegen id : 10]
Left keys [6]: [coalesce(i_brand_id#15, 0), isnull(i_brand_id#15), coalesce(i_class_id#16, 0), isnull(i_class_id#16), coalesce(i_category_id#17, 0), isnull(i_category_id#17)]
Right keys [6]: [coalesce(i_brand_id#22, 0), isnull(i_brand_id#22), coalesce(i_class_id#23, 0), isnull(i_class_id#23), coalesce(i_category_id#24, 0), isnull(i_category_id#24)]
Join condition: None

(35) BroadcastExchange
Input [4]: [i_item_sk#14, i_brand_id#15, i_class_id#16, i_category_id#17]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=5]

(36) BroadcastHashJoin [codegen id : 11]
Left keys [1]: [ss_item_sk#10]
Right keys [1]: [i_item_sk#14]
Join condition: None

(37) Project [codegen id : 11]
Output [3]: [i_brand_id#15 AS brand_id#25, i_class_id#16 AS class_id#26, i_category_id#17 AS category_id#27]
Input [5]: [ss_item_sk#10, i_item_sk#14, i_brand_id#15, i_class_id#16, i_category_id#17]

(38) HashAggregate [codegen id : 11]
Input [3]: [brand_id#25, class_id#26, category_id#27]
Keys [3]: [brand_id#25, class_id#26, category_id#27]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#25, class_id#26, category_id#27]

(39) Exchange
Input [3]: [brand_id#25, class_id#26, category_id#27]
Arguments: hashpartitioning(brand_id#25, class_id#26, category_id#27, 5), ENSURE_REQUIREMENTS, [plan_id=6]

(40) HashAggregate [codegen id : 12]
Input [3]: [brand_id#25, class_id#26, category_id#27]
Keys [3]: [brand_id#25, class_id#26, category_id#27]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#25, class_id#26, category_id#27]

(41) Exchange
Input [3]: [brand_id#25, class_id#26, category_id#27]
Arguments: hashpartitioning(coalesce(brand_id#25, 0), isnull(brand_id#25), coalesce(class_id#26, 0), isnull(class_id#26), coalesce(category_id#27, 0), isnull(category_id#27), 5), ENSURE_REQUIREMENTS, [plan_id=7]

(42) Sort [codegen id : 13]
Input [3]: [brand_id#25, class_id#26, category_id#27]
Arguments: [coalesce(brand_id#25, 0) ASC NULLS FIRST, isnull(brand_id#25) ASC NULLS FIRST, coalesce(class_id#26, 0) ASC NULLS FIRST, isnull(class_id#26) ASC NULLS FIRST, coalesce(category_id#27, 0) ASC NULLS FIRST, isnull(category_id#27) ASC NULLS FIRST], false, 0

(43) Scan parquet default.web_sales
Output [2]: [ws_item_sk#28, ws_sold_date_sk#29]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#29), dynamicpruningexpression(ws_sold_date_sk#29 IN dynamicpruning#12)]
PushedFilters: [IsNotNull(ws_item_sk)]
ReadSchema: struct<ws_item_sk:int>

(44) ColumnarToRow [codegen id : 16]
Input [2]: [ws_item_sk#28, ws_sold_date_sk#29]

(45) Filter [codegen id : 16]
Input [2]: [ws_item_sk#28, ws_sold_date_sk#29]
Condition : isnotnull(ws_item_sk#28)

(46) ReusedExchange [Reuses operator id: 177]
Output [1]: [d_date_sk#30]

(47) BroadcastHashJoin [codegen id : 16]
Left keys [1]: [ws_sold_date_sk#29]
Right keys [1]: [d_date_sk#30]
Join condition: None

(48) Project [codegen id : 16]
Output [1]: [ws_item_sk#28]
Input [3]: [ws_item_sk#28, ws_sold_date_sk#29, d_date_sk#30]

(49) ReusedExchange [Reuses operator id: 29]
Output [4]: [i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]

(50) BroadcastHashJoin [codegen id : 16]
Left keys [1]: [ws_item_sk#28]
Right keys [1]: [i_item_sk#31]
Join condition: None

(51) Project [codegen id : 16]
Output [3]: [i_brand_id#32, i_class_id#33, i_category_id#34]
Input [5]: [ws_item_sk#28, i_item_sk#31, i_brand_id#32, i_class_id#33, i_category_id#34]

(52) Exchange
Input [3]: [i_brand_id#32, i_class_id#33, i_category_id#34]
Arguments: hashpartitioning(coalesce(i_brand_id#32, 0), isnull(i_brand_id#32), coalesce(i_class_id#33, 0), isnull(i_class_id#33), coalesce(i_category_id#34, 0), isnull(i_category_id#34), 5), ENSURE_REQUIREMENTS, [plan_id=8]

(53) Sort [codegen id : 17]
Input [3]: [i_brand_id#32, i_class_id#33, i_category_id#34]
Arguments: [coalesce(i_brand_id#32, 0) ASC NULLS FIRST, isnull(i_brand_id#32) ASC NULLS FIRST, coalesce(i_class_id#33, 0) ASC NULLS FIRST, isnull(i_class_id#33) ASC NULLS FIRST, coalesce(i_category_id#34, 0) ASC NULLS FIRST, isnull(i_category_id#34) ASC NULLS FIRST], false, 0

(54) SortMergeJoin [codegen id : 18]
Left keys [6]: [coalesce(brand_id#25, 0), isnull(brand_id#25), coalesce(class_id#26, 0), isnull(class_id#26), coalesce(category_id#27, 0), isnull(category_id#27)]
Right keys [6]: [coalesce(i_brand_id#32, 0), isnull(i_brand_id#32), coalesce(i_class_id#33, 0), isnull(i_class_id#33), coalesce(i_category_id#34, 0), isnull(i_category_id#34)]
Join condition: None

(55) BroadcastExchange
Input [3]: [brand_id#25, class_id#26, category_id#27]
Arguments: HashedRelationBroadcastMode(List(input[0, int, true], input[1, int, true], input[2, int, true]),false), [plan_id=9]

(56) BroadcastHashJoin [codegen id : 19]
Left keys [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Right keys [3]: [brand_id#25, class_id#26, category_id#27]
Join condition: None

(57) Project [codegen id : 19]
Output [1]: [i_item_sk#6 AS ss_item_sk#35]
Input [7]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, brand_id#25, class_id#26, category_id#27]

(58) Exchange
Input [1]: [ss_item_sk#35]
Arguments: hashpartitioning(ss_item_sk#35, 5), ENSURE_REQUIREMENTS, [plan_id=10]

(59) Sort [codegen id : 20]
Input [1]: [ss_item_sk#35]
Arguments: [ss_item_sk#35 ASC NULLS FIRST], false, 0

(60) SortMergeJoin [codegen id : 43]
Left keys [1]: [ss_item_sk#1]
Right keys [1]: [ss_item_sk#35]
Join condition: None

(61) ReusedExchange [Reuses operator id: 172]
Output [1]: [d_date_sk#36]

(62) BroadcastHashJoin [codegen id : 43]
Left keys [1]: [ss_sold_date_sk#4]
Right keys [1]: [d_date_sk#36]
Join condition: None

(63) Project [codegen id : 43]
Output [3]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3]
Input [5]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, ss_sold_date_sk#4, d_date_sk#36]

(64) Scan parquet default.item
Output [4]: [i_item_sk#37, i_brand_id#38, i_class_id#39, i_category_id#40]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_item_sk)]
ReadSchema: struct<i_item_sk:int,i_brand_id:int,i_class_id:int,i_category_id:int>

(65) ColumnarToRow [codegen id : 22]
Input [4]: [i_item_sk#37, i_brand_id#38, i_class_id#39, i_category_id#40]

(66) Filter [codegen id : 22]
Input [4]: [i_item_sk#37, i_brand_id#38, i_class_id#39, i_category_id#40]
Condition : isnotnull(i_item_sk#37)

(67) Exchange
Input [4]: [i_item_sk#37, i_brand_id#38, i_class_id#39, i_category_id#40]
Arguments: hashpartitioning(i_item_sk#37, 5), ENSURE_REQUIREMENTS, [plan_id=11]

(68) Sort [codegen id : 23]
Input [4]: [i_item_sk#37, i_brand_id#38, i_class_id#39, i_category_id#40]
Arguments: [i_item_sk#37 ASC NULLS FIRST], false, 0

(69) ReusedExchange [Reuses operator id: 58]
Output [1]: [ss_item_sk#35]

(70) Sort [codegen id : 41]
Input [1]: [ss_item_sk#35]
Arguments: [ss_item_sk#35 ASC NULLS FIRST], false, 0

(71) SortMergeJoin [codegen id : 42]
Left keys [1]: [i_item_sk#37]
Right keys [1]: [ss_item_sk#35]
Join condition: None

(72) BroadcastExchange
Input [4]: [i_item_sk#37, i_brand_id#38, i_class_id#39, i_category_id#40]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=12]

(73) BroadcastHashJoin [codegen id : 43]
Left keys [1]: [ss_item_sk#1]
Right keys [1]: [i_item_sk#37]
Join condition: None

(74) Project [codegen id : 43]
Output [5]: [ss_quantity#2, ss_list_price#3, i_brand_id#38, i_class_id#39, i_category_id#40]
Input [7]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, i_item_sk#37, i_brand_id#38, i_class_id#39, i_category_id#40]

(75) HashAggregate [codegen id : 43]
Input [5]: [ss_quantity#2, ss_list_price#3, i_brand_id#38, i_class_id#39, i_category_id#40]
Keys [3]: [i_brand_id#38, i_class_id#39, i_category_id#40]
Functions [2]: [partial_sum(CheckOverflow((promote_precision(cast(ss_quantity#2 as decimal(12,2))) * promote_precision(cast(ss_list_price#3 as decimal(12,2)))), DecimalType(18,2))), partial_count(1)]
Aggregate Attributes [3]: [sum#41, isEmpty#42, count#43]
Results [6]: [i_brand_id#38, i_class_id#39, i_category_id#40, sum#44, isEmpty#45, count#46]

(76) Exchange
Input [6]: [i_brand_id#38, i_class_id#39, i_category_id#40, sum#44, isEmpty#45, count#46]
Arguments: hashpartitioning(i_brand_id#38, i_class_id#39, i_category_id#40, 5), ENSURE_REQUIREMENTS, [plan_id=13]

(77) HashAggregate [codegen id : 44]
Input [6]: [i_brand_id#38, i_class_id#39, i_category_id#40, sum#44, isEmpty#45, count#46]
Keys [3]: [i_brand_id#38, i_class_id#39, i_category_id#40]
Functions [2]: [sum(CheckOverflow((promote_precision(cast(ss_quantity#2 as decimal(12,2))) * promote_precision(cast(ss_list_price#3 as decimal(12,2)))), DecimalType(18,2))), count(1)]
Aggregate Attributes [2]: [sum(CheckOverflow((promote_precision(cast(ss_quantity#2 as decimal(12,2))) * promote_precision(cast(ss_list_price#3 as decimal(12,2)))), DecimalType(18,2)))#47, count(1)#48]
Results [6]: [store AS channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum(CheckOverflow((promote_precision(cast(ss_quantity#2 as decimal(12,2))) * promote_precision(cast(ss_list_price#3 as decimal(12,2)))), DecimalType(18,2)))#47 AS sales#50, count(1)#48 AS number_sales#51]

(78) Filter [codegen id : 44]
Input [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sales#50, number_sales#51]
Condition : (isnotnull(sales#50) AND (cast(sales#50 as decimal(32,6)) > cast(Subquery scalar-subquery#52, [id=#53] as decimal(32,6))))

(79) Scan parquet default.catalog_sales
Output [4]: [cs_item_sk#54, cs_quantity#55, cs_list_price#56, cs_sold_date_sk#57]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#57), dynamicpruningexpression(cs_sold_date_sk#57 IN dynamicpruning#5)]
PushedFilters: [IsNotNull(cs_item_sk)]
ReadSchema: struct<cs_item_sk:int,cs_quantity:int,cs_list_price:decimal(7,2)>

(80) ColumnarToRow [codegen id : 45]
Input [4]: [cs_item_sk#54, cs_quantity#55, cs_list_price#56, cs_sold_date_sk#57]

(81) Filter [codegen id : 45]
Input [4]: [cs_item_sk#54, cs_quantity#55, cs_list_price#56, cs_sold_date_sk#57]
Condition : isnotnull(cs_item_sk#54)

(82) Exchange
Input [4]: [cs_item_sk#54, cs_quantity#55, cs_list_price#56, cs_sold_date_sk#57]
Arguments: hashpartitioning(cs_item_sk#54, 5), ENSURE_REQUIREMENTS, [plan_id=14]

(83) Sort [codegen id : 46]
Input [4]: [cs_item_sk#54, cs_quantity#55, cs_list_price#56, cs_sold_date_sk#57]
Arguments: [cs_item_sk#54 ASC NULLS FIRST], false, 0

(84) ReusedExchange [Reuses operator id: 58]
Output [1]: [ss_item_sk#35]

(85) Sort [codegen id : 64]
Input [1]: [ss_item_sk#35]
Arguments: [ss_item_sk#35 ASC NULLS FIRST], false, 0

(86) SortMergeJoin [codegen id : 87]
Left keys [1]: [cs_item_sk#54]
Right keys [1]: [ss_item_sk#35]
Join condition: None

(87) ReusedExchange [Reuses operator id: 172]
Output [1]: [d_date_sk#58]

(88) BroadcastHashJoin [codegen id : 87]
Left keys [1]: [cs_sold_date_sk#57]
Right keys [1]: [d_date_sk#58]
Join condition: None

(89) Project [codegen id : 87]
Output [3]: [cs_item_sk#54, cs_quantity#55, cs_list_price#56]
Input [5]: [cs_item_sk#54, cs_quantity#55, cs_list_price#56, cs_sold_date_sk#57, d_date_sk#58]

(90) ReusedExchange [Reuses operator id: 72]
Output [4]: [i_item_sk#59, i_brand_id#60, i_class_id#61, i_category_id#62]

(91) BroadcastHashJoin [codegen id : 87]
Left keys [1]: [cs_item_sk#54]
Right keys [1]: [i_item_sk#59]
Join condition: None

(92) Project [codegen id : 87]
Output [5]: [cs_quantity#55, cs_list_price#56, i_brand_id#60, i_class_id#61, i_category_id#62]
Input [7]: [cs_item_sk#54, cs_quantity#55, cs_list_price#56, i_item_sk#59, i_brand_id#60, i_class_id#61, i_category_id#62]

(93) HashAggregate [codegen id : 87]
Input [5]: [cs_quantity#55, cs_list_price#56, i_brand_id#60, i_class_id#61, i_category_id#62]
Keys [3]: [i_brand_id#60, i_class_id#61, i_category_id#62]
Functions [2]: [partial_sum(CheckOverflow((promote_precision(cast(cs_quantity#55 as decimal(12,2))) * promote_precision(cast(cs_list_price#56 as decimal(12,2)))), DecimalType(18,2))), partial_count(1)]
Aggregate Attributes [3]: [sum#63, isEmpty#64, count#65]
Results [6]: [i_brand_id#60, i_class_id#61, i_category_id#62, sum#66, isEmpty#67, count#68]

(94) Exchange
Input [6]: [i_brand_id#60, i_class_id#61, i_category_id#62, sum#66, isEmpty#67, count#68]
Arguments: hashpartitioning(i_brand_id#60, i_class_id#61, i_category_id#62, 5), ENSURE_REQUIREMENTS, [plan_id=15]

(95) HashAggregate [codegen id : 88]
Input [6]: [i_brand_id#60, i_class_id#61, i_category_id#62, sum#66, isEmpty#67, count#68]
Keys [3]: [i_brand_id#60, i_class_id#61, i_category_id#62]
Functions [2]: [sum(CheckOverflow((promote_precision(cast(cs_quantity#55 as decimal(12,2))) * promote_precision(cast(cs_list_price#56 as decimal(12,2)))), DecimalType(18,2))), count(1)]
Aggregate Attributes [2]: [sum(CheckOverflow((promote_precision(cast(cs_quantity#55 as decimal(12,2))) * promote_precision(cast(cs_list_price#56 as decimal(12,2)))), DecimalType(18,2)))#69, count(1)#70]
Results [6]: [catalog AS channel#71, i_brand_id#60, i_class_id#61, i_category_id#62, sum(CheckOverflow((promote_precision(cast(cs_quantity#55 as decimal(12,2))) * promote_precision(cast(cs_list_price#56 as decimal(12,2)))), DecimalType(18,2)))#69 AS sales#72, count(1)#70 AS number_sales#73]

(96) Filter [codegen id : 88]
Input [6]: [channel#71, i_brand_id#60, i_class_id#61, i_category_id#62, sales#72, number_sales#73]
Condition : (isnotnull(sales#72) AND (cast(sales#72 as decimal(32,6)) > cast(ReusedSubquery Subquery scalar-subquery#52, [id=#53] as decimal(32,6))))

(97) Scan parquet default.web_sales
Output [4]: [ws_item_sk#74, ws_quantity#75, ws_list_price#76, ws_sold_date_sk#77]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#77), dynamicpruningexpression(ws_sold_date_sk#77 IN dynamicpruning#5)]
PushedFilters: [IsNotNull(ws_item_sk)]
ReadSchema: struct<ws_item_sk:int,ws_quantity:int,ws_list_price:decimal(7,2)>

(98) ColumnarToRow [codegen id : 89]
Input [4]: [ws_item_sk#74, ws_quantity#75, ws_list_price#76, ws_sold_date_sk#77]

(99) Filter [codegen id : 89]
Input [4]: [ws_item_sk#74, ws_quantity#75, ws_list_price#76, ws_sold_date_sk#77]
Condition : isnotnull(ws_item_sk#74)

(100) Exchange
Input [4]: [ws_item_sk#74, ws_quantity#75, ws_list_price#76, ws_sold_date_sk#77]
Arguments: hashpartitioning(ws_item_sk#74, 5), ENSURE_REQUIREMENTS, [plan_id=16]

(101) Sort [codegen id : 90]
Input [4]: [ws_item_sk#74, ws_quantity#75, ws_list_price#76, ws_sold_date_sk#77]
Arguments: [ws_item_sk#74 ASC NULLS FIRST], false, 0

(102) ReusedExchange [Reuses operator id: 58]
Output [1]: [ss_item_sk#35]

(103) Sort [codegen id : 108]
Input [1]: [ss_item_sk#35]
Arguments: [ss_item_sk#35 ASC NULLS FIRST], false, 0

(104) SortMergeJoin [codegen id : 131]
Left keys [1]: [ws_item_sk#74]
Right keys [1]: [ss_item_sk#35]
Join condition: None

(105) ReusedExchange [Reuses operator id: 172]
Output [1]: [d_date_sk#78]

(106) BroadcastHashJoin [codegen id : 131]
Left keys [1]: [ws_sold_date_sk#77]
Right keys [1]: [d_date_sk#78]
Join condition: None

(107) Project [codegen id : 131]
Output [3]: [ws_item_sk#74, ws_quantity#75, ws_list_price#76]
Input [5]: [ws_item_sk#74, ws_quantity#75, ws_list_price#76, ws_sold_date_sk#77, d_date_sk#78]

(108) ReusedExchange [Reuses operator id: 72]
Output [4]: [i_item_sk#79, i_brand_id#80, i_class_id#81, i_category_id#82]

(109) BroadcastHashJoin [codegen id : 131]
Left keys [1]: [ws_item_sk#74]
Right keys [1]: [i_item_sk#79]
Join condition: None

(110) Project [codegen id : 131]
Output [5]: [ws_quantity#75, ws_list_price#76, i_brand_id#80, i_class_id#81, i_category_id#82]
Input [7]: [ws_item_sk#74, ws_quantity#75, ws_list_price#76, i_item_sk#79, i_brand_id#80, i_class_id#81, i_category_id#82]

(111) HashAggregate [codegen id : 131]
Input [5]: [ws_quantity#75, ws_list_price#76, i_brand_id#80, i_class_id#81, i_category_id#82]
Keys [3]: [i_brand_id#80, i_class_id#81, i_category_id#82]
Functions [2]: [partial_sum(CheckOverflow((promote_precision(cast(ws_quantity#75 as decimal(12,2))) * promote_precision(cast(ws_list_price#76 as decimal(12,2)))), DecimalType(18,2))), partial_count(1)]
Aggregate Attributes [3]: [sum#83, isEmpty#84, count#85]
Results [6]: [i_brand_id#80, i_class_id#81, i_category_id#82, sum#86, isEmpty#87, count#88]

(112) Exchange
Input [6]: [i_brand_id#80, i_class_id#81, i_category_id#82, sum#86, isEmpty#87, count#88]
Arguments: hashpartitioning(i_brand_id#80, i_class_id#81, i_category_id#82, 5), ENSURE_REQUIREMENTS, [plan_id=17]

(113) HashAggregate [codegen id : 132]
Input [6]: [i_brand_id#80, i_class_id#81, i_category_id#82, sum#86, isEmpty#87, count#88]
Keys [3]: [i_brand_id#80, i_class_id#81, i_category_id#82]
Functions [2]: [sum(CheckOverflow((promote_precision(cast(ws_quantity#75 as decimal(12,2))) * promote_precision(cast(ws_list_price#76 as decimal(12,2)))), DecimalType(18,2))), count(1)]
Aggregate Attributes [2]: [sum(CheckOverflow((promote_precision(cast(ws_quantity#75 as decimal(12,2))) * promote_precision(cast(ws_list_price#76 as decimal(12,2)))), DecimalType(18,2)))#89, count(1)#90]
Results [6]: [web AS channel#91, i_brand_id#80, i_class_id#81, i_category_id#82, sum(CheckOverflow((promote_precision(cast(ws_quantity#75 as decimal(12,2))) * promote_precision(cast(ws_list_price#76 as decimal(12,2)))), DecimalType(18,2)))#89 AS sales#92, count(1)#90 AS number_sales#93]

(114) Filter [codegen id : 132]
Input [6]: [channel#91, i_brand_id#80, i_class_id#81, i_category_id#82, sales#92, number_sales#93]
Condition : (isnotnull(sales#92) AND (cast(sales#92 as decimal(32,6)) > cast(ReusedSubquery Subquery scalar-subquery#52, [id=#53] as decimal(32,6))))

(115) Union

(116) HashAggregate [codegen id : 133]
Input [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sales#50, number_sales#51]
Keys [4]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40]
Functions [2]: [partial_sum(sales#50), partial_sum(number_sales#51)]
Aggregate Attributes [3]: [sum#94, isEmpty#95, sum#96]
Results [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]

(117) Exchange
Input [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]
Arguments: hashpartitioning(channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, 5), ENSURE_REQUIREMENTS, [plan_id=18]

(118) HashAggregate [codegen id : 134]
Input [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]
Keys [4]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40]
Functions [2]: [sum(sales#50), sum(number_sales#51)]
Aggregate Attributes [2]: [sum(sales#50)#100, sum(number_sales#51)#101]
Results [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum(sales#50)#100 AS sum_sales#102, sum(number_sales#51)#101 AS number_sales#103]

(119) ReusedExchange [Reuses operator id: 117]
Output [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]

(120) HashAggregate [codegen id : 268]
Input [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]
Keys [4]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40]
Functions [2]: [sum(sales#50), sum(number_sales#51)]
Aggregate Attributes [2]: [sum(sales#50)#100, sum(number_sales#51)#101]
Results [5]: [channel#49, i_brand_id#38, i_class_id#39, sum(sales#50)#100 AS sum_sales#102, sum(number_sales#51)#101 AS number_sales#103]

(121) HashAggregate [codegen id : 268]
Input [5]: [channel#49, i_brand_id#38, i_class_id#39, sum_sales#102, number_sales#103]
Keys [3]: [channel#49, i_brand_id#38, i_class_id#39]
Functions [2]: [partial_sum(sum_sales#102), partial_sum(number_sales#103)]
Aggregate Attributes [3]: [sum#104, isEmpty#105, sum#106]
Results [6]: [channel#49, i_brand_id#38, i_class_id#39, sum#107, isEmpty#108, sum#109]

(122) Exchange
Input [6]: [channel#49, i_brand_id#38, i_class_id#39, sum#107, isEmpty#108, sum#109]
Arguments: hashpartitioning(channel#49, i_brand_id#38, i_class_id#39, 5), ENSURE_REQUIREMENTS, [plan_id=19]

(123) HashAggregate [codegen id : 269]
Input [6]: [channel#49, i_brand_id#38, i_class_id#39, sum#107, isEmpty#108, sum#109]
Keys [3]: [channel#49, i_brand_id#38, i_class_id#39]
Functions [2]: [sum(sum_sales#102), sum(number_sales#103)]
Aggregate Attributes [2]: [sum(sum_sales#102)#110, sum(number_sales#103)#111]
Results [6]: [channel#49, i_brand_id#38, i_class_id#39, null AS i_category_id#112, sum(sum_sales#102)#110 AS sum(sum_sales)#113, sum(number_sales#103)#111 AS sum(number_sales)#114]

(124) ReusedExchange [Reuses operator id: 117]
Output [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]

(125) HashAggregate [codegen id : 403]
Input [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]
Keys [4]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40]
Functions [2]: [sum(sales#50), sum(number_sales#51)]
Aggregate Attributes [2]: [sum(sales#50)#100, sum(number_sales#51)#101]
Results [4]: [channel#49, i_brand_id#38, sum(sales#50)#100 AS sum_sales#102, sum(number_sales#51)#101 AS number_sales#103]

(126) HashAggregate [codegen id : 403]
Input [4]: [channel#49, i_brand_id#38, sum_sales#102, number_sales#103]
Keys [2]: [channel#49, i_brand_id#38]
Functions [2]: [partial_sum(sum_sales#102), partial_sum(number_sales#103)]
Aggregate Attributes [3]: [sum#115, isEmpty#116, sum#117]
Results [5]: [channel#49, i_brand_id#38, sum#118, isEmpty#119, sum#120]

(127) Exchange
Input [5]: [channel#49, i_brand_id#38, sum#118, isEmpty#119, sum#120]
Arguments: hashpartitioning(channel#49, i_brand_id#38, 5), ENSURE_REQUIREMENTS, [plan_id=20]

(128) HashAggregate [codegen id : 404]
Input [5]: [channel#49, i_brand_id#38, sum#118, isEmpty#119, sum#120]
Keys [2]: [channel#49, i_brand_id#38]
Functions [2]: [sum(sum_sales#102), sum(number_sales#103)]
Aggregate Attributes [2]: [sum(sum_sales#102)#121, sum(number_sales#103)#122]
Results [6]: [channel#49, i_brand_id#38, null AS i_class_id#123, null AS i_category_id#124, sum(sum_sales#102)#121 AS sum(sum_sales)#125, sum(number_sales#103)#122 AS sum(number_sales)#126]

(129) ReusedExchange [Reuses operator id: 117]
Output [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]

(130) HashAggregate [codegen id : 538]
Input [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]
Keys [4]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40]
Functions [2]: [sum(sales#50), sum(number_sales#51)]
Aggregate Attributes [2]: [sum(sales#50)#100, sum(number_sales#51)#101]
Results [3]: [channel#49, sum(sales#50)#100 AS sum_sales#102, sum(number_sales#51)#101 AS number_sales#103]

(131) HashAggregate [codegen id : 538]
Input [3]: [channel#49, sum_sales#102, number_sales#103]
Keys [1]: [channel#49]
Functions [2]: [partial_sum(sum_sales#102), partial_sum(number_sales#103)]
Aggregate Attributes [3]: [sum#127, isEmpty#128, sum#129]
Results [4]: [channel#49, sum#130, isEmpty#131, sum#132]

(132) Exchange
Input [4]: [channel#49, sum#130, isEmpty#131, sum#132]
Arguments: hashpartitioning(channel#49, 5), ENSURE_REQUIREMENTS, [plan_id=21]

(133) HashAggregate [codegen id : 539]
Input [4]: [channel#49, sum#130, isEmpty#131, sum#132]
Keys [1]: [channel#49]
Functions [2]: [sum(sum_sales#102), sum(number_sales#103)]
Aggregate Attributes [2]: [sum(sum_sales#102)#133, sum(number_sales#103)#134]
Results [6]: [channel#49, null AS i_brand_id#135, null AS i_class_id#136, null AS i_category_id#137, sum(sum_sales#102)#133 AS sum(sum_sales)#138, sum(number_sales#103)#134 AS sum(number_sales)#139]

(134) ReusedExchange [Reuses operator id: 117]
Output [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]

(135) HashAggregate [codegen id : 673]
Input [7]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum#97, isEmpty#98, sum#99]
Keys [4]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40]
Functions [2]: [sum(sales#50), sum(number_sales#51)]
Aggregate Attributes [2]: [sum(sales#50)#100, sum(number_sales#51)#101]
Results [2]: [sum(sales#50)#100 AS sum_sales#102, sum(number_sales#51)#101 AS number_sales#103]

(136) HashAggregate [codegen id : 673]
Input [2]: [sum_sales#102, number_sales#103]
Keys: []
Functions [2]: [partial_sum(sum_sales#102), partial_sum(number_sales#103)]
Aggregate Attributes [3]: [sum#140, isEmpty#141, sum#142]
Results [3]: [sum#143, isEmpty#144, sum#145]

(137) Exchange
Input [3]: [sum#143, isEmpty#144, sum#145]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=22]

(138) HashAggregate [codegen id : 674]
Input [3]: [sum#143, isEmpty#144, sum#145]
Keys: []
Functions [2]: [sum(sum_sales#102), sum(number_sales#103)]
Aggregate Attributes [2]: [sum(sum_sales#102)#146, sum(number_sales#103)#147]
Results [6]: [null AS channel#148, null AS i_brand_id#149, null AS i_class_id#150, null AS i_category_id#151, sum(sum_sales#102)#146 AS sum(sum_sales)#152, sum(number_sales#103)#147 AS sum(number_sales)#153]

(139) Union

(140) HashAggregate [codegen id : 675]
Input [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103]
Keys [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103]
Functions: []
Aggregate Attributes: []
Results [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103]

(141) Exchange
Input [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103]
Arguments: hashpartitioning(channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103, 5), ENSURE_REQUIREMENTS, [plan_id=23]

(142) HashAggregate [codegen id : 676]
Input [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103]
Keys [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103]
Functions: []
Aggregate Attributes: []
Results [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103]

(143) TakeOrderedAndProject
Input [6]: [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103]
Arguments: 100, [channel#49 ASC NULLS FIRST, i_brand_id#38 ASC NULLS FIRST, i_class_id#39 ASC NULLS FIRST, i_category_id#40 ASC NULLS FIRST], [channel#49, i_brand_id#38, i_class_id#39, i_category_id#40, sum_sales#102, number_sales#103]

===== Subqueries =====

Subquery:1 Hosting operator id = 78 Hosting Expression = Subquery scalar-subquery#52, [id=#53]
* HashAggregate (162)
+- Exchange (161)
   +- * HashAggregate (160)
      +- Union (159)
         :- * Project (148)
         :  +- * BroadcastHashJoin Inner BuildRight (147)
         :     :- * ColumnarToRow (145)
         :     :  +- Scan parquet default.store_sales (144)
         :     +- ReusedExchange (146)
         :- * Project (153)
         :  +- * BroadcastHashJoin Inner BuildRight (152)
         :     :- * ColumnarToRow (150)
         :     :  +- Scan parquet default.catalog_sales (149)
         :     +- ReusedExchange (151)
         +- * Project (158)
            +- * BroadcastHashJoin Inner BuildRight (157)
               :- * ColumnarToRow (155)
               :  +- Scan parquet default.web_sales (154)
               +- ReusedExchange (156)


(144) Scan parquet default.store_sales
Output [3]: [ss_quantity#154, ss_list_price#155, ss_sold_date_sk#156]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#156), dynamicpruningexpression(ss_sold_date_sk#156 IN dynamicpruning#12)]
ReadSchema: struct<ss_quantity:int,ss_list_price:decimal(7,2)>

(145) ColumnarToRow [codegen id : 2]
Input [3]: [ss_quantity#154, ss_list_price#155, ss_sold_date_sk#156]

(146) ReusedExchange [Reuses operator id: 177]
Output [1]: [d_date_sk#157]

(147) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [ss_sold_date_sk#156]
Right keys [1]: [d_date_sk#157]
Join condition: None

(148) Project [codegen id : 2]
Output [2]: [ss_quantity#154 AS quantity#158, ss_list_price#155 AS list_price#159]
Input [4]: [ss_quantity#154, ss_list_price#155, ss_sold_date_sk#156, d_date_sk#157]

(149) Scan parquet default.catalog_sales
Output [3]: [cs_quantity#160, cs_list_price#161, cs_sold_date_sk#162]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#162), dynamicpruningexpression(cs_sold_date_sk#162 IN dynamicpruning#163)]
ReadSchema: struct<cs_quantity:int,cs_list_price:decimal(7,2)>

(150) ColumnarToRow [codegen id : 4]
Input [3]: [cs_quantity#160, cs_list_price#161, cs_sold_date_sk#162]

(151) ReusedExchange [Reuses operator id: 167]
Output [1]: [d_date_sk#164]

(152) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [cs_sold_date_sk#162]
Right keys [1]: [d_date_sk#164]
Join condition: None

(153) Project [codegen id : 4]
Output [2]: [cs_quantity#160 AS quantity#165, cs_list_price#161 AS list_price#166]
Input [4]: [cs_quantity#160, cs_list_price#161, cs_sold_date_sk#162, d_date_sk#164]

(154) Scan parquet default.web_sales
Output [3]: [ws_quantity#167, ws_list_price#168, ws_sold_date_sk#169]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#169), dynamicpruningexpression(ws_sold_date_sk#169 IN dynamicpruning#163)]
ReadSchema: struct<ws_quantity:int,ws_list_price:decimal(7,2)>

(155) ColumnarToRow [codegen id : 6]
Input [3]: [ws_quantity#167, ws_list_price#168, ws_sold_date_sk#169]

(156) ReusedExchange [Reuses operator id: 167]
Output [1]: [d_date_sk#170]

(157) BroadcastHashJoin [codegen id : 6]
Left keys [1]: [ws_sold_date_sk#169]
Right keys [1]: [d_date_sk#170]
Join condition: None

(158) Project [codegen id : 6]
Output [2]: [ws_quantity#167 AS quantity#171, ws_list_price#168 AS list_price#172]
Input [4]: [ws_quantity#167, ws_list_price#168, ws_sold_date_sk#169, d_date_sk#170]

(159) Union

(160) HashAggregate [codegen id : 7]
Input [2]: [quantity#158, list_price#159]
Keys: []
Functions [1]: [partial_avg(CheckOverflow((promote_precision(cast(quantity#158 as decimal(12,2))) * promote_precision(cast(list_price#159 as decimal(12,2)))), DecimalType(18,2)))]
Aggregate Attributes [2]: [sum#173, count#174]
Results [2]: [sum#175, count#176]

(161) Exchange
Input [2]: [sum#175, count#176]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=24]

(162) HashAggregate [codegen id : 8]
Input [2]: [sum#175, count#176]
Keys: []
Functions [1]: [avg(CheckOverflow((promote_precision(cast(quantity#158 as decimal(12,2))) * promote_precision(cast(list_price#159 as decimal(12,2)))), DecimalType(18,2)))]
Aggregate Attributes [1]: [avg(CheckOverflow((promote_precision(cast(quantity#158 as decimal(12,2))) * promote_precision(cast(list_price#159 as decimal(12,2)))), DecimalType(18,2)))#177]
Results [1]: [avg(CheckOverflow((promote_precision(cast(quantity#158 as decimal(12,2))) * promote_precision(cast(list_price#159 as decimal(12,2)))), DecimalType(18,2)))#177 AS average_sales#178]

Subquery:2 Hosting operator id = 144 Hosting Expression = ss_sold_date_sk#156 IN dynamicpruning#12

Subquery:3 Hosting operator id = 149 Hosting Expression = cs_sold_date_sk#162 IN dynamicpruning#163
BroadcastExchange (167)
+- * Project (166)
   +- * Filter (165)
      +- * ColumnarToRow (164)
         +- Scan parquet default.date_dim (163)


(163) Scan parquet default.date_dim
Output [2]: [d_date_sk#164, d_year#179]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), GreaterThanOrEqual(d_year,1998), LessThanOrEqual(d_year,2000), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int>

(164) ColumnarToRow [codegen id : 1]
Input [2]: [d_date_sk#164, d_year#179]

(165) Filter [codegen id : 1]
Input [2]: [d_date_sk#164, d_year#179]
Condition : (((isnotnull(d_year#179) AND (d_year#179 >= 1998)) AND (d_year#179 <= 2000)) AND isnotnull(d_date_sk#164))

(166) Project [codegen id : 1]
Output [1]: [d_date_sk#164]
Input [2]: [d_date_sk#164, d_year#179]

(167) BroadcastExchange
Input [1]: [d_date_sk#164]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=25]

Subquery:4 Hosting operator id = 154 Hosting Expression = ws_sold_date_sk#169 IN dynamicpruning#163

Subquery:5 Hosting operator id = 1 Hosting Expression = ss_sold_date_sk#4 IN dynamicpruning#5
BroadcastExchange (172)
+- * Project (171)
   +- * Filter (170)
      +- * ColumnarToRow (169)
         +- Scan parquet default.date_dim (168)


(168) Scan parquet default.date_dim
Output [3]: [d_date_sk#36, d_year#180, d_moy#181]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), EqualTo(d_year,2000), EqualTo(d_moy,11), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>

(169) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#36, d_year#180, d_moy#181]

(170) Filter [codegen id : 1]
Input [3]: [d_date_sk#36, d_year#180, d_moy#181]
Condition : ((((isnotnull(d_year#180) AND isnotnull(d_moy#181)) AND (d_year#180 = 2000)) AND (d_moy#181 = 11)) AND isnotnull(d_date_sk#36))

(171) Project [codegen id : 1]
Output [1]: [d_date_sk#36]
Input [3]: [d_date_sk#36, d_year#180, d_moy#181]

(172) BroadcastExchange
Input [1]: [d_date_sk#36]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=26]

Subquery:6 Hosting operator id = 9 Hosting Expression = ss_sold_date_sk#11 IN dynamicpruning#12
BroadcastExchange (177)
+- * Project (176)
   +- * Filter (175)
      +- * ColumnarToRow (174)
         +- Scan parquet default.date_dim (173)


(173) Scan parquet default.date_dim
Output [2]: [d_date_sk#13, d_year#182]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), GreaterThanOrEqual(d_year,1999), LessThanOrEqual(d_year,2001), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int>

(174) ColumnarToRow [codegen id : 1]
Input [2]: [d_date_sk#13, d_year#182]

(175) Filter [codegen id : 1]
Input [2]: [d_date_sk#13, d_year#182]
Condition : (((isnotnull(d_year#182) AND (d_year#182 >= 1999)) AND (d_year#182 <= 2001)) AND isnotnull(d_date_sk#13))

(176) Project [codegen id : 1]
Output [1]: [d_date_sk#13]
Input [2]: [d_date_sk#13, d_year#182]

(177) BroadcastExchange
Input [1]: [d_date_sk#13]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=27]

Subquery:7 Hosting operator id = 20 Hosting Expression = cs_sold_date_sk#19 IN dynamicpruning#12

Subquery:8 Hosting operator id = 43 Hosting Expression = ws_sold_date_sk#29 IN dynamicpruning#12

Subquery:9 Hosting operator id = 96 Hosting Expression = ReusedSubquery Subquery scalar-subquery#52, [id=#53]

Subquery:10 Hosting operator id = 79 Hosting Expression = cs_sold_date_sk#57 IN dynamicpruning#5

Subquery:11 Hosting operator id = 114 Hosting Expression = ReusedSubquery Subquery scalar-subquery#52, [id=#53]

Subquery:12 Hosting operator id = 97 Hosting Expression = ws_sold_date_sk#77 IN dynamicpruning#5


