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


(1) Scan parquet default.store_sales
Output [4]: [ss_sold_date_sk#1, ss_item_sk#2, ss_quantity#3, ss_list_price#4]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [IsNotNull(ss_item_sk), IsNotNull(ss_sold_date_sk)]
ReadSchema: struct<ss_sold_date_sk:int,ss_item_sk:int,ss_quantity:int,ss_list_price:decimal(7,2)>

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

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

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

(5) Sort [codegen id : 2]
Input [4]: [ss_sold_date_sk#1, ss_item_sk#2, ss_quantity#3, ss_list_price#4]
Arguments: [ss_item_sk#2 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 : 17]
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(8) Filter [codegen id : 17]
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_sold_date_sk#1, ss_item_sk#2]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [IsNotNull(ss_item_sk), IsNotNull(ss_sold_date_sk)]
ReadSchema: struct<ss_sold_date_sk:int,ss_item_sk:int>

(10) ColumnarToRow [codegen id : 5]
Input [2]: [ss_sold_date_sk#1, ss_item_sk#2]

(11) Filter [codegen id : 5]
Input [2]: [ss_sold_date_sk#1, ss_item_sk#2]
Condition : (isnotnull(ss_item_sk#2) AND isnotnull(ss_sold_date_sk#1))

(12) Scan parquet default.date_dim
Output [2]: [d_date_sk#10, d_year#11]
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>

(13) ColumnarToRow [codegen id : 3]
Input [2]: [d_date_sk#10, d_year#11]

(14) Filter [codegen id : 3]
Input [2]: [d_date_sk#10, d_year#11]
Condition : (((isnotnull(d_year#11) AND (d_year#11 >= 1999)) AND (d_year#11 <= 2001)) AND isnotnull(d_date_sk#10))

(15) Project [codegen id : 3]
Output [1]: [d_date_sk#10]
Input [2]: [d_date_sk#10, d_year#11]

(16) BroadcastExchange
Input [1]: [d_date_sk#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#12]

(17) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_sold_date_sk#1]
Right keys [1]: [d_date_sk#10]
Join condition: None

(18) Project [codegen id : 5]
Output [1]: [ss_item_sk#2]
Input [3]: [ss_sold_date_sk#1, ss_item_sk#2, d_date_sk#10]

(19) 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_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>

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

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

(22) BroadcastExchange
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#13]

(23) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_item_sk#2]
Right keys [1]: [i_item_sk#6]
Join condition: None

(24) Project [codegen id : 5]
Output [3]: [i_brand_id#7 AS brand_id#14, i_class_id#8 AS class_id#15, i_category_id#9 AS category_id#16]
Input [5]: [ss_item_sk#2, i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(25) Exchange
Input [3]: [brand_id#14, class_id#15, category_id#16]
Arguments: hashpartitioning(coalesce(brand_id#14, 0), isnull(brand_id#14), coalesce(class_id#15, 0), isnull(class_id#15), coalesce(category_id#16, 0), isnull(category_id#16), 5), true, [id=#17]

(26) Sort [codegen id : 6]
Input [3]: [brand_id#14, class_id#15, category_id#16]
Arguments: [coalesce(brand_id#14, 0) ASC NULLS FIRST, isnull(brand_id#14) ASC NULLS FIRST, coalesce(class_id#15, 0) ASC NULLS FIRST, isnull(class_id#15) ASC NULLS FIRST, coalesce(category_id#16, 0) ASC NULLS FIRST, isnull(category_id#16) ASC NULLS FIRST], false, 0

(27) Scan parquet default.catalog_sales
Output [2]: [cs_sold_date_sk#18, cs_item_sk#19]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_sales]
PushedFilters: [IsNotNull(cs_item_sk), IsNotNull(cs_sold_date_sk)]
ReadSchema: struct<cs_sold_date_sk:int,cs_item_sk:int>

(28) ColumnarToRow [codegen id : 9]
Input [2]: [cs_sold_date_sk#18, cs_item_sk#19]

(29) Filter [codegen id : 9]
Input [2]: [cs_sold_date_sk#18, cs_item_sk#19]
Condition : (isnotnull(cs_item_sk#19) AND isnotnull(cs_sold_date_sk#18))

(30) ReusedExchange [Reuses operator id: 16]
Output [1]: [d_date_sk#10]

(31) BroadcastHashJoin [codegen id : 9]
Left keys [1]: [cs_sold_date_sk#18]
Right keys [1]: [d_date_sk#10]
Join condition: None

(32) Project [codegen id : 9]
Output [1]: [cs_item_sk#19]
Input [3]: [cs_sold_date_sk#18, cs_item_sk#19, d_date_sk#10]

(33) 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_item_sk)]
ReadSchema: struct<i_item_sk:int,i_brand_id:int,i_class_id:int,i_category_id:int>

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

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

(36) BroadcastExchange
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#20]

(37) BroadcastHashJoin [codegen id : 9]
Left keys [1]: [cs_item_sk#19]
Right keys [1]: [i_item_sk#6]
Join condition: None

(38) Project [codegen id : 9]
Output [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Input [5]: [cs_item_sk#19, i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(39) Exchange
Input [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: hashpartitioning(coalesce(i_brand_id#7, 0), isnull(i_brand_id#7), coalesce(i_class_id#8, 0), isnull(i_class_id#8), coalesce(i_category_id#9, 0), isnull(i_category_id#9), 5), true, [id=#21]

(40) Sort [codegen id : 10]
Input [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: [coalesce(i_brand_id#7, 0) ASC NULLS FIRST, isnull(i_brand_id#7) ASC NULLS FIRST, coalesce(i_class_id#8, 0) ASC NULLS FIRST, isnull(i_class_id#8) ASC NULLS FIRST, coalesce(i_category_id#9, 0) ASC NULLS FIRST, isnull(i_category_id#9) ASC NULLS FIRST], false, 0

(41) SortMergeJoin
Left keys [6]: [coalesce(brand_id#14, 0), isnull(brand_id#14), coalesce(class_id#15, 0), isnull(class_id#15), coalesce(category_id#16, 0), isnull(category_id#16)]
Right keys [6]: [coalesce(i_brand_id#7, 0), isnull(i_brand_id#7), coalesce(i_class_id#8, 0), isnull(i_class_id#8), coalesce(i_category_id#9, 0), isnull(i_category_id#9)]
Join condition: None

(42) Scan parquet default.web_sales
Output [2]: [ws_sold_date_sk#22, ws_item_sk#23]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
PushedFilters: [IsNotNull(ws_item_sk), IsNotNull(ws_sold_date_sk)]
ReadSchema: struct<ws_sold_date_sk:int,ws_item_sk:int>

(43) ColumnarToRow [codegen id : 13]
Input [2]: [ws_sold_date_sk#22, ws_item_sk#23]

(44) Filter [codegen id : 13]
Input [2]: [ws_sold_date_sk#22, ws_item_sk#23]
Condition : (isnotnull(ws_item_sk#23) AND isnotnull(ws_sold_date_sk#22))

(45) ReusedExchange [Reuses operator id: 16]
Output [1]: [d_date_sk#10]

(46) BroadcastHashJoin [codegen id : 13]
Left keys [1]: [ws_sold_date_sk#22]
Right keys [1]: [d_date_sk#10]
Join condition: None

(47) Project [codegen id : 13]
Output [1]: [ws_item_sk#23]
Input [3]: [ws_sold_date_sk#22, ws_item_sk#23, d_date_sk#10]

(48) ReusedExchange [Reuses operator id: 36]
Output [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(49) BroadcastHashJoin [codegen id : 13]
Left keys [1]: [ws_item_sk#23]
Right keys [1]: [i_item_sk#6]
Join condition: None

(50) Project [codegen id : 13]
Output [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Input [5]: [ws_item_sk#23, i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(51) Exchange
Input [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: hashpartitioning(coalesce(i_brand_id#7, 0), isnull(i_brand_id#7), coalesce(i_class_id#8, 0), isnull(i_class_id#8), coalesce(i_category_id#9, 0), isnull(i_category_id#9), 5), true, [id=#24]

(52) Sort [codegen id : 14]
Input [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: [coalesce(i_brand_id#7, 0) ASC NULLS FIRST, isnull(i_brand_id#7) ASC NULLS FIRST, coalesce(i_class_id#8, 0) ASC NULLS FIRST, isnull(i_class_id#8) ASC NULLS FIRST, coalesce(i_category_id#9, 0) ASC NULLS FIRST, isnull(i_category_id#9) ASC NULLS FIRST], false, 0

(53) SortMergeJoin
Left keys [6]: [coalesce(brand_id#14, 0), isnull(brand_id#14), coalesce(class_id#15, 0), isnull(class_id#15), coalesce(category_id#16, 0), isnull(category_id#16)]
Right keys [6]: [coalesce(i_brand_id#7, 0), isnull(i_brand_id#7), coalesce(i_class_id#8, 0), isnull(i_class_id#8), coalesce(i_category_id#9, 0), isnull(i_category_id#9)]
Join condition: None

(54) HashAggregate [codegen id : 15]
Input [3]: [brand_id#14, class_id#15, category_id#16]
Keys [3]: [brand_id#14, class_id#15, category_id#16]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#14, class_id#15, category_id#16]

(55) Exchange
Input [3]: [brand_id#14, class_id#15, category_id#16]
Arguments: hashpartitioning(brand_id#14, class_id#15, category_id#16, 5), true, [id=#25]

(56) HashAggregate [codegen id : 16]
Input [3]: [brand_id#14, class_id#15, category_id#16]
Keys [3]: [brand_id#14, class_id#15, category_id#16]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#14, class_id#15, category_id#16]

(57) HashAggregate [codegen id : 16]
Input [3]: [brand_id#14, class_id#15, category_id#16]
Keys [3]: [brand_id#14, class_id#15, category_id#16]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#14, class_id#15, category_id#16]

(58) HashAggregate [codegen id : 16]
Input [3]: [brand_id#14, class_id#15, category_id#16]
Keys [3]: [brand_id#14, class_id#15, category_id#16]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#14, class_id#15, category_id#16]

(59) BroadcastExchange
Input [3]: [brand_id#14, class_id#15, category_id#16]
Arguments: HashedRelationBroadcastMode(List(input[0, int, true], input[1, int, true], input[2, int, true]),false), [id=#26]

(60) BroadcastHashJoin [codegen id : 17]
Left keys [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Right keys [3]: [brand_id#14, class_id#15, category_id#16]
Join condition: None

(61) Project [codegen id : 17]
Output [1]: [i_item_sk#6 AS ss_item_sk#27]
Input [7]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, brand_id#14, class_id#15, category_id#16]

(62) Exchange
Input [1]: [ss_item_sk#27]
Arguments: hashpartitioning(ss_item_sk#27, 5), true, [id=#28]

(63) Sort [codegen id : 18]
Input [1]: [ss_item_sk#27]
Arguments: [ss_item_sk#27 ASC NULLS FIRST], false, 0

(64) SortMergeJoin
Left keys [1]: [ss_item_sk#2]
Right keys [1]: [ss_item_sk#27]
Join condition: None

(65) Scan parquet default.date_dim
Output [3]: [d_date_sk#10, d_year#11, d_moy#29]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), EqualTo(d_year,2001), EqualTo(d_moy,11), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>

(66) ColumnarToRow [codegen id : 19]
Input [3]: [d_date_sk#10, d_year#11, d_moy#29]

(67) Filter [codegen id : 19]
Input [3]: [d_date_sk#10, d_year#11, d_moy#29]
Condition : ((((isnotnull(d_year#11) AND isnotnull(d_moy#29)) AND (d_year#11 = 2001)) AND (d_moy#29 = 11)) AND isnotnull(d_date_sk#10))

(68) Project [codegen id : 19]
Output [1]: [d_date_sk#10]
Input [3]: [d_date_sk#10, d_year#11, d_moy#29]

(69) BroadcastExchange
Input [1]: [d_date_sk#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#30]

(70) BroadcastHashJoin [codegen id : 38]
Left keys [1]: [ss_sold_date_sk#1]
Right keys [1]: [d_date_sk#10]
Join condition: None

(71) Project [codegen id : 38]
Output [3]: [ss_item_sk#2, ss_quantity#3, ss_list_price#4]
Input [5]: [ss_sold_date_sk#1, ss_item_sk#2, ss_quantity#3, ss_list_price#4, d_date_sk#10]

(72) 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_item_sk)]
ReadSchema: struct<i_item_sk:int,i_brand_id:int,i_class_id:int,i_category_id:int>

(73) ColumnarToRow [codegen id : 20]
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(74) Filter [codegen id : 20]
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]
Condition : isnotnull(i_item_sk#6)

(75) Exchange
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: hashpartitioning(i_item_sk#6, 5), true, [id=#31]

(76) Sort [codegen id : 21]
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: [i_item_sk#6 ASC NULLS FIRST], false, 0

(77) ReusedExchange [Reuses operator id: 62]
Output [1]: [ss_item_sk#27]

(78) Sort [codegen id : 37]
Input [1]: [ss_item_sk#27]
Arguments: [ss_item_sk#27 ASC NULLS FIRST], false, 0

(79) SortMergeJoin
Left keys [1]: [i_item_sk#6]
Right keys [1]: [ss_item_sk#27]
Join condition: None

(80) BroadcastExchange
Input [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#32]

(81) BroadcastHashJoin [codegen id : 38]
Left keys [1]: [ss_item_sk#2]
Right keys [1]: [i_item_sk#6]
Join condition: None

(82) Project [codegen id : 38]
Output [5]: [ss_quantity#3, ss_list_price#4, i_brand_id#7, i_class_id#8, i_category_id#9]
Input [7]: [ss_item_sk#2, ss_quantity#3, ss_list_price#4, i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(83) HashAggregate [codegen id : 38]
Input [5]: [ss_quantity#3, ss_list_price#4, i_brand_id#7, i_class_id#8, i_category_id#9]
Keys [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Functions [2]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true)), partial_count(1)]
Aggregate Attributes [3]: [sum#33, isEmpty#34, count#35]
Results [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum#36, isEmpty#37, count#38]

(84) Exchange
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum#36, isEmpty#37, count#38]
Arguments: hashpartitioning(i_brand_id#7, i_class_id#8, i_category_id#9, 5), true, [id=#39]

(85) HashAggregate [codegen id : 39]
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum#36, isEmpty#37, count#38]
Keys [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Functions [2]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true)), count(1)]
Aggregate Attributes [2]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true))#40, count(1)#41]
Results [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true))#40 AS sales#42, count(1)#41 AS number_sales#43, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true))#40 AS sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true))#44]

(86) Filter [codegen id : 39]
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sales#42, number_sales#43, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true))#44]
Condition : (isnotnull(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true))#44) AND (cast(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true))#44 as decimal(32,6)) > cast(Subquery scalar-subquery#45, [id=#46] as decimal(32,6))))

(87) Project [codegen id : 39]
Output [6]: [sales#42, number_sales#43, store AS channel#47, i_brand_id#7, i_class_id#8, i_category_id#9]
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sales#42, number_sales#43, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_list_price#4 as decimal(12,2)))), DecimalType(18,2), true))#44]

(88) Scan parquet default.catalog_sales
Output [4]: [cs_sold_date_sk#18, cs_item_sk#19, cs_quantity#48, cs_list_price#49]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_sales]
PushedFilters: [IsNotNull(cs_item_sk), IsNotNull(cs_sold_date_sk)]
ReadSchema: struct<cs_sold_date_sk:int,cs_item_sk:int,cs_quantity:int,cs_list_price:decimal(7,2)>

(89) ColumnarToRow [codegen id : 40]
Input [4]: [cs_sold_date_sk#18, cs_item_sk#19, cs_quantity#48, cs_list_price#49]

(90) Filter [codegen id : 40]
Input [4]: [cs_sold_date_sk#18, cs_item_sk#19, cs_quantity#48, cs_list_price#49]
Condition : (isnotnull(cs_item_sk#19) AND isnotnull(cs_sold_date_sk#18))

(91) Exchange
Input [4]: [cs_sold_date_sk#18, cs_item_sk#19, cs_quantity#48, cs_list_price#49]
Arguments: hashpartitioning(cs_item_sk#19, 5), true, [id=#50]

(92) Sort [codegen id : 41]
Input [4]: [cs_sold_date_sk#18, cs_item_sk#19, cs_quantity#48, cs_list_price#49]
Arguments: [cs_item_sk#19 ASC NULLS FIRST], false, 0

(93) ReusedExchange [Reuses operator id: 62]
Output [1]: [ss_item_sk#27]

(94) Sort [codegen id : 57]
Input [1]: [ss_item_sk#27]
Arguments: [ss_item_sk#27 ASC NULLS FIRST], false, 0

(95) SortMergeJoin
Left keys [1]: [cs_item_sk#19]
Right keys [1]: [ss_item_sk#27]
Join condition: None

(96) ReusedExchange [Reuses operator id: 69]
Output [1]: [d_date_sk#10]

(97) BroadcastHashJoin [codegen id : 77]
Left keys [1]: [cs_sold_date_sk#18]
Right keys [1]: [d_date_sk#10]
Join condition: None

(98) Project [codegen id : 77]
Output [3]: [cs_item_sk#19, cs_quantity#48, cs_list_price#49]
Input [5]: [cs_sold_date_sk#18, cs_item_sk#19, cs_quantity#48, cs_list_price#49, d_date_sk#10]

(99) ReusedExchange [Reuses operator id: 80]
Output [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(100) BroadcastHashJoin [codegen id : 77]
Left keys [1]: [cs_item_sk#19]
Right keys [1]: [i_item_sk#6]
Join condition: None

(101) Project [codegen id : 77]
Output [5]: [cs_quantity#48, cs_list_price#49, i_brand_id#7, i_class_id#8, i_category_id#9]
Input [7]: [cs_item_sk#19, cs_quantity#48, cs_list_price#49, i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(102) HashAggregate [codegen id : 77]
Input [5]: [cs_quantity#48, cs_list_price#49, i_brand_id#7, i_class_id#8, i_category_id#9]
Keys [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Functions [2]: [partial_sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true)), partial_count(1)]
Aggregate Attributes [3]: [sum#51, isEmpty#52, count#53]
Results [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum#54, isEmpty#55, count#56]

(103) Exchange
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum#54, isEmpty#55, count#56]
Arguments: hashpartitioning(i_brand_id#7, i_class_id#8, i_category_id#9, 5), true, [id=#57]

(104) HashAggregate [codegen id : 78]
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum#54, isEmpty#55, count#56]
Keys [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Functions [2]: [sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true)), count(1)]
Aggregate Attributes [2]: [sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true))#58, count(1)#59]
Results [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true))#58 AS sales#60, count(1)#59 AS number_sales#61, sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true))#58 AS sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true))#62]

(105) Filter [codegen id : 78]
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sales#60, number_sales#61, sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true))#62]
Condition : (isnotnull(sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true))#62) AND (cast(sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true))#62 as decimal(32,6)) > cast(ReusedSubquery Subquery scalar-subquery#45, [id=#46] as decimal(32,6))))

(106) Project [codegen id : 78]
Output [6]: [sales#60, number_sales#61, catalog AS channel#63, i_brand_id#7, i_class_id#8, i_category_id#9]
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sales#60, number_sales#61, sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#48 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#49 as decimal(12,2)))), DecimalType(18,2), true))#62]

(107) Scan parquet default.web_sales
Output [4]: [ws_sold_date_sk#22, ws_item_sk#23, ws_quantity#64, ws_list_price#65]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
PushedFilters: [IsNotNull(ws_item_sk), IsNotNull(ws_sold_date_sk)]
ReadSchema: struct<ws_sold_date_sk:int,ws_item_sk:int,ws_quantity:int,ws_list_price:decimal(7,2)>

(108) ColumnarToRow [codegen id : 79]
Input [4]: [ws_sold_date_sk#22, ws_item_sk#23, ws_quantity#64, ws_list_price#65]

(109) Filter [codegen id : 79]
Input [4]: [ws_sold_date_sk#22, ws_item_sk#23, ws_quantity#64, ws_list_price#65]
Condition : (isnotnull(ws_item_sk#23) AND isnotnull(ws_sold_date_sk#22))

(110) Exchange
Input [4]: [ws_sold_date_sk#22, ws_item_sk#23, ws_quantity#64, ws_list_price#65]
Arguments: hashpartitioning(ws_item_sk#23, 5), true, [id=#66]

(111) Sort [codegen id : 80]
Input [4]: [ws_sold_date_sk#22, ws_item_sk#23, ws_quantity#64, ws_list_price#65]
Arguments: [ws_item_sk#23 ASC NULLS FIRST], false, 0

(112) ReusedExchange [Reuses operator id: 62]
Output [1]: [ss_item_sk#27]

(113) Sort [codegen id : 96]
Input [1]: [ss_item_sk#27]
Arguments: [ss_item_sk#27 ASC NULLS FIRST], false, 0

(114) SortMergeJoin
Left keys [1]: [ws_item_sk#23]
Right keys [1]: [ss_item_sk#27]
Join condition: None

(115) ReusedExchange [Reuses operator id: 69]
Output [1]: [d_date_sk#10]

(116) BroadcastHashJoin [codegen id : 116]
Left keys [1]: [ws_sold_date_sk#22]
Right keys [1]: [d_date_sk#10]
Join condition: None

(117) Project [codegen id : 116]
Output [3]: [ws_item_sk#23, ws_quantity#64, ws_list_price#65]
Input [5]: [ws_sold_date_sk#22, ws_item_sk#23, ws_quantity#64, ws_list_price#65, d_date_sk#10]

(118) ReusedExchange [Reuses operator id: 80]
Output [4]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(119) BroadcastHashJoin [codegen id : 116]
Left keys [1]: [ws_item_sk#23]
Right keys [1]: [i_item_sk#6]
Join condition: None

(120) Project [codegen id : 116]
Output [5]: [ws_quantity#64, ws_list_price#65, i_brand_id#7, i_class_id#8, i_category_id#9]
Input [7]: [ws_item_sk#23, ws_quantity#64, ws_list_price#65, i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9]

(121) HashAggregate [codegen id : 116]
Input [5]: [ws_quantity#64, ws_list_price#65, i_brand_id#7, i_class_id#8, i_category_id#9]
Keys [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Functions [2]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true)), partial_count(1)]
Aggregate Attributes [3]: [sum#67, isEmpty#68, count#69]
Results [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum#70, isEmpty#71, count#72]

(122) Exchange
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum#70, isEmpty#71, count#72]
Arguments: hashpartitioning(i_brand_id#7, i_class_id#8, i_category_id#9, 5), true, [id=#73]

(123) HashAggregate [codegen id : 117]
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum#70, isEmpty#71, count#72]
Keys [3]: [i_brand_id#7, i_class_id#8, i_category_id#9]
Functions [2]: [sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true)), count(1)]
Aggregate Attributes [2]: [sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true))#74, count(1)#75]
Results [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true))#74 AS sales#76, count(1)#75 AS number_sales#77, sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true))#74 AS sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true))#78]

(124) Filter [codegen id : 117]
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sales#76, number_sales#77, sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true))#78]
Condition : (isnotnull(sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true))#78) AND (cast(sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true))#78 as decimal(32,6)) > cast(ReusedSubquery Subquery scalar-subquery#45, [id=#46] as decimal(32,6))))

(125) Project [codegen id : 117]
Output [6]: [sales#76, number_sales#77, web AS channel#79, i_brand_id#7, i_class_id#8, i_category_id#9]
Input [6]: [i_brand_id#7, i_class_id#8, i_category_id#9, sales#76, number_sales#77, sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#64 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#65 as decimal(12,2)))), DecimalType(18,2), true))#78]

(126) Union

(127) Expand [codegen id : 118]
Input [6]: [sales#42, number_sales#43, channel#47, i_brand_id#7, i_class_id#8, i_category_id#9]
Arguments: [List(sales#42, number_sales#43, channel#47, i_brand_id#7, i_class_id#8, i_category_id#9, 0), List(sales#42, number_sales#43, channel#47, i_brand_id#7, i_class_id#8, null, 1), List(sales#42, number_sales#43, channel#47, i_brand_id#7, null, null, 3), List(sales#42, number_sales#43, channel#47, null, null, null, 7), List(sales#42, number_sales#43, null, null, null, null, 15)], [sales#42, number_sales#43, channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, spark_grouping_id#84]

(128) HashAggregate [codegen id : 118]
Input [7]: [sales#42, number_sales#43, 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#42), partial_sum(number_sales#43)]
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]

(129) 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), true, [id=#91]

(130) HashAggregate [codegen id : 119]
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#42), sum(number_sales#43)]
Aggregate Attributes [2]: [sum(sales#42)#92, sum(number_sales#43)#93]
Results [6]: [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, sum(sales#42)#92 AS sum(sales)#94, sum(number_sales#43)#93 AS sum(number_sales)#95]

(131) TakeOrderedAndProject
Input [6]: [channel#80, i_brand_id#81, i_class_id#82, i_category_id#83, sum(sales)#94, sum(number_sales)#95]
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)#94, sum(number_sales)#95]

===== Subqueries =====

Subquery:1 Hosting operator id = 86 Hosting Expression = Subquery scalar-subquery#45, [id=#46]
* HashAggregate (157)
+- Exchange (156)
   +- * HashAggregate (155)
      +- Union (154)
         :- * Project (141)
         :  +- * BroadcastHashJoin Inner BuildRight (140)
         :     :- * Filter (134)
         :     :  +- * ColumnarToRow (133)
         :     :     +- Scan parquet default.store_sales (132)
         :     +- BroadcastExchange (139)
         :        +- * Project (138)
         :           +- * Filter (137)
         :              +- * ColumnarToRow (136)
         :                 +- Scan parquet default.date_dim (135)
         :- * Project (147)
         :  +- * BroadcastHashJoin Inner BuildRight (146)
         :     :- * Filter (144)
         :     :  +- * ColumnarToRow (143)
         :     :     +- Scan parquet default.catalog_sales (142)
         :     +- ReusedExchange (145)
         +- * Project (153)
            +- * BroadcastHashJoin Inner BuildRight (152)
               :- * Filter (150)
               :  +- * ColumnarToRow (149)
               :     +- Scan parquet default.web_sales (148)
               +- ReusedExchange (151)


(132) Scan parquet default.store_sales
Output [3]: [ss_sold_date_sk#1, ss_quantity#3, ss_list_price#4]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [IsNotNull(ss_sold_date_sk)]
ReadSchema: struct<ss_sold_date_sk:int,ss_quantity:int,ss_list_price:decimal(7,2)>

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

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

(135) Scan parquet default.date_dim
Output [2]: [d_date_sk#10, d_year#11]
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>

(136) ColumnarToRow [codegen id : 1]
Input [2]: [d_date_sk#10, d_year#11]

(137) Filter [codegen id : 1]
Input [2]: [d_date_sk#10, d_year#11]
Condition : (((isnotnull(d_year#11) AND (d_year#11 >= 1999)) AND (d_year#11 <= 2001)) AND isnotnull(d_date_sk#10))

(138) Project [codegen id : 1]
Output [1]: [d_date_sk#10]
Input [2]: [d_date_sk#10, d_year#11]

(139) BroadcastExchange
Input [1]: [d_date_sk#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#96]

(140) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [ss_sold_date_sk#1]
Right keys [1]: [d_date_sk#10]
Join condition: None

(141) Project [codegen id : 2]
Output [2]: [ss_quantity#3 AS quantity#97, ss_list_price#4 AS list_price#98]
Input [4]: [ss_sold_date_sk#1, ss_quantity#3, ss_list_price#4, d_date_sk#10]

(142) Scan parquet default.catalog_sales
Output [3]: [cs_sold_date_sk#18, cs_quantity#48, cs_list_price#49]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_sales]
PushedFilters: [IsNotNull(cs_sold_date_sk)]
ReadSchema: struct<cs_sold_date_sk:int,cs_quantity:int,cs_list_price:decimal(7,2)>

(143) ColumnarToRow [codegen id : 4]
Input [3]: [cs_sold_date_sk#18, cs_quantity#48, cs_list_price#49]

(144) Filter [codegen id : 4]
Input [3]: [cs_sold_date_sk#18, cs_quantity#48, cs_list_price#49]
Condition : isnotnull(cs_sold_date_sk#18)

(145) ReusedExchange [Reuses operator id: 139]
Output [1]: [d_date_sk#10]

(146) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [cs_sold_date_sk#18]
Right keys [1]: [d_date_sk#10]
Join condition: None

(147) Project [codegen id : 4]
Output [2]: [cs_quantity#48 AS quantity#99, cs_list_price#49 AS list_price#100]
Input [4]: [cs_sold_date_sk#18, cs_quantity#48, cs_list_price#49, d_date_sk#10]

(148) Scan parquet default.web_sales
Output [3]: [ws_sold_date_sk#22, ws_quantity#64, ws_list_price#65]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
PushedFilters: [IsNotNull(ws_sold_date_sk)]
ReadSchema: struct<ws_sold_date_sk:int,ws_quantity:int,ws_list_price:decimal(7,2)>

(149) ColumnarToRow [codegen id : 6]
Input [3]: [ws_sold_date_sk#22, ws_quantity#64, ws_list_price#65]

(150) Filter [codegen id : 6]
Input [3]: [ws_sold_date_sk#22, ws_quantity#64, ws_list_price#65]
Condition : isnotnull(ws_sold_date_sk#22)

(151) ReusedExchange [Reuses operator id: 139]
Output [1]: [d_date_sk#10]

(152) BroadcastHashJoin [codegen id : 6]
Left keys [1]: [ws_sold_date_sk#22]
Right keys [1]: [d_date_sk#10]
Join condition: None

(153) Project [codegen id : 6]
Output [2]: [ws_quantity#64 AS quantity#101, ws_list_price#65 AS list_price#102]
Input [4]: [ws_sold_date_sk#22, ws_quantity#64, ws_list_price#65, d_date_sk#10]

(154) Union

(155) HashAggregate [codegen id : 7]
Input [2]: [quantity#97, list_price#98]
Keys: []
Functions [1]: [partial_avg(CheckOverflow((promote_precision(cast(cast(quantity#97 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(list_price#98 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#103, count#104]
Results [2]: [sum#105, count#106]

(156) Exchange
Input [2]: [sum#105, count#106]
Arguments: SinglePartition, true, [id=#107]

(157) HashAggregate [codegen id : 8]
Input [2]: [sum#105, count#106]
Keys: []
Functions [1]: [avg(CheckOverflow((promote_precision(cast(cast(quantity#97 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(list_price#98 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [avg(CheckOverflow((promote_precision(cast(cast(quantity#97 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(list_price#98 as decimal(12,2)))), DecimalType(18,2), true))#108]
Results [1]: [avg(CheckOverflow((promote_precision(cast(cast(quantity#97 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(list_price#98 as decimal(12,2)))), DecimalType(18,2), true))#108 AS average_sales#109]

Subquery:2 Hosting operator id = 105 Hosting Expression = ReusedSubquery Subquery scalar-subquery#45, [id=#46]

Subquery:3 Hosting operator id = 124 Hosting Expression = ReusedSubquery Subquery scalar-subquery#45, [id=#46]


