== Physical Plan ==
TakeOrderedAndProject (123)
+- * HashAggregate (122)
   +- Exchange (121)
      +- * HashAggregate (120)
         +- * Expand (119)
            +- Union (118)
               :- * Project (79)
               :  +- * 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)
               :- * Project (98)
               :  +- * Filter (97)
               :     +- * HashAggregate (96)
               :        +- Exchange (95)
               :           +- * HashAggregate (94)
               :              +- * Project (93)
               :                 +- * BroadcastHashJoin Inner BuildRight (92)
               :                    :- * Project (90)
               :                    :  +- * BroadcastHashJoin Inner BuildRight (89)
               :                    :     :- * SortMergeJoin LeftSemi (87)
               :                    :     :  :- * Sort (84)
               :                    :     :  :  +- Exchange (83)
               :                    :     :  :     +- * Filter (82)
               :                    :     :  :        +- * ColumnarToRow (81)
               :                    :     :  :           +- Scan parquet default.catalog_sales (80)
               :                    :     :  +- * Sort (86)
               :                    :     :     +- ReusedExchange (85)
               :                    :     +- ReusedExchange (88)
               :                    +- ReusedExchange (91)
               +- * Project (117)
                  +- * Filter (116)
                     +- * HashAggregate (115)
                        +- Exchange (114)
                           +- * HashAggregate (113)
                              +- * Project (112)
                                 +- * BroadcastHashJoin Inner BuildRight (111)
                                    :- * Project (109)
                                    :  +- * BroadcastHashJoin Inner BuildRight (108)
                                    :     :- * SortMergeJoin LeftSemi (106)
                                    :     :  :- * Sort (103)
                                    :     :  :  +- Exchange (102)
                                    :     :  :     +- * Filter (101)
                                    :     :  :        +- * ColumnarToRow (100)
                                    :     :  :           +- Scan parquet default.web_sales (99)
                                    :     :  +- * Sort (105)
                                    :     :     +- ReusedExchange (104)
                                    :     +- ReusedExchange (107)
                                    +- ReusedExchange (110)


(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, [id=#6]

(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#7, i_brand_id#8, i_class_id#9, i_category_id#10]
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#7, i_brand_id#8, i_class_id#9, i_category_id#10]

(8) Filter [codegen id : 19]
Input [4]: [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10]
Condition : ((isnotnull(i_brand_id#8) AND isnotnull(i_class_id#9)) AND isnotnull(i_category_id#10))

(9) Scan parquet default.store_sales
Output [2]: [ss_item_sk#11, ss_sold_date_sk#12]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#12), dynamicpruningexpression(ss_sold_date_sk#12 IN dynamicpruning#13)]
PushedFilters: [IsNotNull(ss_item_sk)]
ReadSchema: struct<ss_item_sk:int>

(10) ColumnarToRow [codegen id : 11]
Input [2]: [ss_item_sk#11, ss_sold_date_sk#12]

(11) Filter [codegen id : 11]
Input [2]: [ss_item_sk#11, ss_sold_date_sk#12]
Condition : isnotnull(ss_item_sk#11)

(12) ReusedExchange [Reuses operator id: 152]
Output [1]: [d_date_sk#14]

(13) BroadcastHashJoin [codegen id : 11]
Left keys [1]: [ss_sold_date_sk#12]
Right keys [1]: [d_date_sk#14]
Join condition: None

(14) Project [codegen id : 11]
Output [1]: [ss_item_sk#11]
Input [3]: [ss_item_sk#11, ss_sold_date_sk#12, d_date_sk#14]

(15) Scan parquet default.item
Output [4]: [i_item_sk#15, i_brand_id#16, i_class_id#17, i_category_id#18]
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#15, i_brand_id#16, i_class_id#17, i_category_id#18]

(17) Filter [codegen id : 4]
Input [4]: [i_item_sk#15, i_brand_id#16, i_class_id#17, i_category_id#18]
Condition : (((isnotnull(i_item_sk#15) AND isnotnull(i_brand_id#16)) AND isnotnull(i_class_id#17)) AND isnotnull(i_category_id#18))

(18) Exchange
Input [4]: [i_item_sk#15, i_brand_id#16, i_class_id#17, i_category_id#18]
Arguments: hashpartitioning(coalesce(i_brand_id#16, 0), isnull(i_brand_id#16), coalesce(i_class_id#17, 0), isnull(i_class_id#17), coalesce(i_category_id#18, 0), isnull(i_category_id#18), 5), ENSURE_REQUIREMENTS, [id=#19]

(19) Sort [codegen id : 5]
Input [4]: [i_item_sk#15, i_brand_id#16, i_class_id#17, i_category_id#18]
Arguments: [coalesce(i_brand_id#16, 0) ASC NULLS FIRST, isnull(i_brand_id#16) ASC NULLS FIRST, coalesce(i_class_id#17, 0) ASC NULLS FIRST, isnull(i_class_id#17) ASC NULLS FIRST, coalesce(i_category_id#18, 0) ASC NULLS FIRST, isnull(i_category_id#18) ASC NULLS FIRST], false, 0

(20) Scan parquet default.catalog_sales
Output [2]: [cs_item_sk#20, cs_sold_date_sk#21]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#21), dynamicpruningexpression(cs_sold_date_sk#21 IN dynamicpruning#13)]
PushedFilters: [IsNotNull(cs_item_sk)]
ReadSchema: struct<cs_item_sk:int>

(21) ColumnarToRow [codegen id : 8]
Input [2]: [cs_item_sk#20, cs_sold_date_sk#21]

(22) Filter [codegen id : 8]
Input [2]: [cs_item_sk#20, cs_sold_date_sk#21]
Condition : isnotnull(cs_item_sk#20)

(23) ReusedExchange [Reuses operator id: 152]
Output [1]: [d_date_sk#22]

(24) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_sold_date_sk#21]
Right keys [1]: [d_date_sk#22]
Join condition: None

(25) Project [codegen id : 8]
Output [1]: [cs_item_sk#20]
Input [3]: [cs_item_sk#20, cs_sold_date_sk#21, d_date_sk#22]

(26) Scan parquet default.item
Output [4]: [i_item_sk#23, i_brand_id#24, i_class_id#25, i_category_id#26]
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#23, i_brand_id#24, i_class_id#25, i_category_id#26]

(28) Filter [codegen id : 7]
Input [4]: [i_item_sk#23, i_brand_id#24, i_class_id#25, i_category_id#26]
Condition : isnotnull(i_item_sk#23)

(29) BroadcastExchange
Input [4]: [i_item_sk#23, i_brand_id#24, i_class_id#25, i_category_id#26]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#27]

(30) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_item_sk#20]
Right keys [1]: [i_item_sk#23]
Join condition: None

(31) Project [codegen id : 8]
Output [3]: [i_brand_id#24, i_class_id#25, i_category_id#26]
Input [5]: [cs_item_sk#20, i_item_sk#23, i_brand_id#24, i_class_id#25, i_category_id#26]

(32) Exchange
Input [3]: [i_brand_id#24, i_class_id#25, i_category_id#26]
Arguments: hashpartitioning(coalesce(i_brand_id#24, 0), isnull(i_brand_id#24), coalesce(i_class_id#25, 0), isnull(i_class_id#25), coalesce(i_category_id#26, 0), isnull(i_category_id#26), 5), ENSURE_REQUIREMENTS, [id=#28]

(33) Sort [codegen id : 9]
Input [3]: [i_brand_id#24, i_class_id#25, i_category_id#26]
Arguments: [coalesce(i_brand_id#24, 0) ASC NULLS FIRST, isnull(i_brand_id#24) ASC NULLS FIRST, coalesce(i_class_id#25, 0) ASC NULLS FIRST, isnull(i_class_id#25) ASC NULLS FIRST, coalesce(i_category_id#26, 0) ASC NULLS FIRST, isnull(i_category_id#26) ASC NULLS FIRST], false, 0

(34) SortMergeJoin [codegen id : 10]
Left keys [6]: [coalesce(i_brand_id#16, 0), isnull(i_brand_id#16), coalesce(i_class_id#17, 0), isnull(i_class_id#17), coalesce(i_category_id#18, 0), isnull(i_category_id#18)]
Right keys [6]: [coalesce(i_brand_id#24, 0), isnull(i_brand_id#24), coalesce(i_class_id#25, 0), isnull(i_class_id#25), coalesce(i_category_id#26, 0), isnull(i_category_id#26)]
Join condition: None

(35) BroadcastExchange
Input [4]: [i_item_sk#15, i_brand_id#16, i_class_id#17, i_category_id#18]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#29]

(36) BroadcastHashJoin [codegen id : 11]
Left keys [1]: [ss_item_sk#11]
Right keys [1]: [i_item_sk#15]
Join condition: None

(37) Project [codegen id : 11]
Output [3]: [i_brand_id#16 AS brand_id#30, i_class_id#17 AS class_id#31, i_category_id#18 AS category_id#32]
Input [5]: [ss_item_sk#11, i_item_sk#15, i_brand_id#16, i_class_id#17, i_category_id#18]

(38) HashAggregate [codegen id : 11]
Input [3]: [brand_id#30, class_id#31, category_id#32]
Keys [3]: [brand_id#30, class_id#31, category_id#32]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#30, class_id#31, category_id#32]

(39) Exchange
Input [3]: [brand_id#30, class_id#31, category_id#32]
Arguments: hashpartitioning(brand_id#30, class_id#31, category_id#32, 5), ENSURE_REQUIREMENTS, [id=#33]

(40) HashAggregate [codegen id : 12]
Input [3]: [brand_id#30, class_id#31, category_id#32]
Keys [3]: [brand_id#30, class_id#31, category_id#32]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#30, class_id#31, category_id#32]

(41) Exchange
Input [3]: [brand_id#30, class_id#31, category_id#32]
Arguments: hashpartitioning(coalesce(brand_id#30, 0), isnull(brand_id#30), coalesce(class_id#31, 0), isnull(class_id#31), coalesce(category_id#32, 0), isnull(category_id#32), 5), ENSURE_REQUIREMENTS, [id=#34]

(42) Sort [codegen id : 13]
Input [3]: [brand_id#30, class_id#31, category_id#32]
Arguments: [coalesce(brand_id#30, 0) ASC NULLS FIRST, isnull(brand_id#30) ASC NULLS FIRST, coalesce(class_id#31, 0) ASC NULLS FIRST, isnull(class_id#31) ASC NULLS FIRST, coalesce(category_id#32, 0) ASC NULLS FIRST, isnull(category_id#32) ASC NULLS FIRST], false, 0

(43) Scan parquet default.web_sales
Output [2]: [ws_item_sk#35, ws_sold_date_sk#36]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#36), dynamicpruningexpression(ws_sold_date_sk#36 IN dynamicpruning#13)]
PushedFilters: [IsNotNull(ws_item_sk)]
ReadSchema: struct<ws_item_sk:int>

(44) ColumnarToRow [codegen id : 16]
Input [2]: [ws_item_sk#35, ws_sold_date_sk#36]

(45) Filter [codegen id : 16]
Input [2]: [ws_item_sk#35, ws_sold_date_sk#36]
Condition : isnotnull(ws_item_sk#35)

(46) ReusedExchange [Reuses operator id: 152]
Output [1]: [d_date_sk#37]

(47) BroadcastHashJoin [codegen id : 16]
Left keys [1]: [ws_sold_date_sk#36]
Right keys [1]: [d_date_sk#37]
Join condition: None

(48) Project [codegen id : 16]
Output [1]: [ws_item_sk#35]
Input [3]: [ws_item_sk#35, ws_sold_date_sk#36, d_date_sk#37]

(49) ReusedExchange [Reuses operator id: 29]
Output [4]: [i_item_sk#38, i_brand_id#39, i_class_id#40, i_category_id#41]

(50) BroadcastHashJoin [codegen id : 16]
Left keys [1]: [ws_item_sk#35]
Right keys [1]: [i_item_sk#38]
Join condition: None

(51) Project [codegen id : 16]
Output [3]: [i_brand_id#39, i_class_id#40, i_category_id#41]
Input [5]: [ws_item_sk#35, i_item_sk#38, i_brand_id#39, i_class_id#40, i_category_id#41]

(52) Exchange
Input [3]: [i_brand_id#39, i_class_id#40, i_category_id#41]
Arguments: hashpartitioning(coalesce(i_brand_id#39, 0), isnull(i_brand_id#39), coalesce(i_class_id#40, 0), isnull(i_class_id#40), coalesce(i_category_id#41, 0), isnull(i_category_id#41), 5), ENSURE_REQUIREMENTS, [id=#42]

(53) Sort [codegen id : 17]
Input [3]: [i_brand_id#39, i_class_id#40, i_category_id#41]
Arguments: [coalesce(i_brand_id#39, 0) ASC NULLS FIRST, isnull(i_brand_id#39) ASC NULLS FIRST, coalesce(i_class_id#40, 0) ASC NULLS FIRST, isnull(i_class_id#40) ASC NULLS FIRST, coalesce(i_category_id#41, 0) ASC NULLS FIRST, isnull(i_category_id#41) ASC NULLS FIRST], false, 0

(54) SortMergeJoin [codegen id : 18]
Left keys [6]: [coalesce(brand_id#30, 0), isnull(brand_id#30), coalesce(class_id#31, 0), isnull(class_id#31), coalesce(category_id#32, 0), isnull(category_id#32)]
Right keys [6]: [coalesce(i_brand_id#39, 0), isnull(i_brand_id#39), coalesce(i_class_id#40, 0), isnull(i_class_id#40), coalesce(i_category_id#41, 0), isnull(i_category_id#41)]
Join condition: None

(55) BroadcastExchange
Input [3]: [brand_id#30, class_id#31, category_id#32]
Arguments: HashedRelationBroadcastMode(List(input[0, int, true], input[1, int, true], input[2, int, true]),false), [id=#43]

(56) BroadcastHashJoin [codegen id : 19]
Left keys [3]: [i_brand_id#8, i_class_id#9, i_category_id#10]
Right keys [3]: [brand_id#30, class_id#31, category_id#32]
Join condition: None

(57) Project [codegen id : 19]
Output [1]: [i_item_sk#7 AS ss_item_sk#44]
Input [7]: [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, brand_id#30, class_id#31, category_id#32]

(58) Exchange
Input [1]: [ss_item_sk#44]
Arguments: hashpartitioning(ss_item_sk#44, 5), ENSURE_REQUIREMENTS, [id=#45]

(59) Sort [codegen id : 20]
Input [1]: [ss_item_sk#44]
Arguments: [ss_item_sk#44 ASC NULLS FIRST], false, 0

(60) SortMergeJoin [codegen id : 43]
Left keys [1]: [ss_item_sk#1]
Right keys [1]: [ss_item_sk#44]
Join condition: None

(61) ReusedExchange [Reuses operator id: 147]
Output [1]: [d_date_sk#46]

(62) BroadcastHashJoin [codegen id : 43]
Left keys [1]: [ss_sold_date_sk#4]
Right keys [1]: [d_date_sk#46]
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#46]

(64) Scan parquet default.item
Output [4]: [i_item_sk#47, i_brand_id#48, i_class_id#49, i_category_id#50]
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#47, i_brand_id#48, i_class_id#49, i_category_id#50]

(66) Filter [codegen id : 22]
Input [4]: [i_item_sk#47, i_brand_id#48, i_class_id#49, i_category_id#50]
Condition : isnotnull(i_item_sk#47)

(67) Exchange
Input [4]: [i_item_sk#47, i_brand_id#48, i_class_id#49, i_category_id#50]
Arguments: hashpartitioning(i_item_sk#47, 5), ENSURE_REQUIREMENTS, [id=#51]

(68) Sort [codegen id : 23]
Input [4]: [i_item_sk#47, i_brand_id#48, i_class_id#49, i_category_id#50]
Arguments: [i_item_sk#47 ASC NULLS FIRST], false, 0

(69) ReusedExchange [Reuses operator id: 58]
Output [1]: [ss_item_sk#44]

(70) Sort [codegen id : 41]
Input [1]: [ss_item_sk#44]
Arguments: [ss_item_sk#44 ASC NULLS FIRST], false, 0

(71) SortMergeJoin [codegen id : 42]
Left keys [1]: [i_item_sk#47]
Right keys [1]: [ss_item_sk#44]
Join condition: None

(72) BroadcastExchange
Input [4]: [i_item_sk#47, i_brand_id#48, i_class_id#49, i_category_id#50]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#52]

(73) BroadcastHashJoin [codegen id : 43]
Left keys [1]: [ss_item_sk#1]
Right keys [1]: [i_item_sk#47]
Join condition: None

(74) Project [codegen id : 43]
Output [5]: [ss_quantity#2, ss_list_price#3, i_brand_id#48, i_class_id#49, i_category_id#50]
Input [7]: [ss_item_sk#1, ss_quantity#2, ss_list_price#3, i_item_sk#47, i_brand_id#48, i_class_id#49, i_category_id#50]

(75) HashAggregate [codegen id : 43]
Input [5]: [ss_quantity#2, ss_list_price#3, i_brand_id#48, i_class_id#49, i_category_id#50]
Keys [3]: [i_brand_id#48, i_class_id#49, i_category_id#50]
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#53, isEmpty#54, count#55]
Results [6]: [i_brand_id#48, i_class_id#49, i_category_id#50, sum#56, isEmpty#57, count#58]

(76) Exchange
Input [6]: [i_brand_id#48, i_class_id#49, i_category_id#50, sum#56, isEmpty#57, count#58]
Arguments: hashpartitioning(i_brand_id#48, i_class_id#49, i_category_id#50, 5), ENSURE_REQUIREMENTS, [id=#59]

(77) HashAggregate [codegen id : 44]
Input [6]: [i_brand_id#48, i_class_id#49, i_category_id#50, sum#56, isEmpty#57, count#58]
Keys [3]: [i_brand_id#48, i_class_id#49, i_category_id#50]
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)))#60, count(1)#61]
Results [5]: [i_brand_id#48, i_class_id#49, i_category_id#50, 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)))#60 AS sales#62, count(1)#61 AS number_sales#63]

(78) Filter [codegen id : 44]
Input [5]: [i_brand_id#48, i_class_id#49, i_category_id#50, sales#62, number_sales#63]
Condition : (isnotnull(sales#62) AND (cast(sales#62 as decimal(32,6)) > cast(Subquery scalar-subquery#64, [id=#65] as decimal(32,6))))

(79) Project [codegen id : 44]
Output [6]: [sales#62, number_sales#63, store AS channel#66, i_brand_id#48, i_class_id#49, i_category_id#50]
Input [5]: [i_brand_id#48, i_class_id#49, i_category_id#50, sales#62, number_sales#63]

(80) Scan parquet default.catalog_sales
Output [4]: [cs_item_sk#67, cs_quantity#68, cs_list_price#69, cs_sold_date_sk#70]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#70), dynamicpruningexpression(cs_sold_date_sk#70 IN dynamicpruning#5)]
PushedFilters: [IsNotNull(cs_item_sk)]
ReadSchema: struct<cs_item_sk:int,cs_quantity:int,cs_list_price:decimal(7,2)>

(81) ColumnarToRow [codegen id : 45]
Input [4]: [cs_item_sk#67, cs_quantity#68, cs_list_price#69, cs_sold_date_sk#70]

(82) Filter [codegen id : 45]
Input [4]: [cs_item_sk#67, cs_quantity#68, cs_list_price#69, cs_sold_date_sk#70]
Condition : isnotnull(cs_item_sk#67)

(83) Exchange
Input [4]: [cs_item_sk#67, cs_quantity#68, cs_list_price#69, cs_sold_date_sk#70]
Arguments: hashpartitioning(cs_item_sk#67, 5), ENSURE_REQUIREMENTS, [id=#71]

(84) Sort [codegen id : 46]
Input [4]: [cs_item_sk#67, cs_quantity#68, cs_list_price#69, cs_sold_date_sk#70]
Arguments: [cs_item_sk#67 ASC NULLS FIRST], false, 0

(85) ReusedExchange [Reuses operator id: 58]
Output [1]: [ss_item_sk#44]

(86) Sort [codegen id : 64]
Input [1]: [ss_item_sk#44]
Arguments: [ss_item_sk#44 ASC NULLS FIRST], false, 0

(87) SortMergeJoin [codegen id : 87]
Left keys [1]: [cs_item_sk#67]
Right keys [1]: [ss_item_sk#44]
Join condition: None

(88) ReusedExchange [Reuses operator id: 147]
Output [1]: [d_date_sk#72]

(89) BroadcastHashJoin [codegen id : 87]
Left keys [1]: [cs_sold_date_sk#70]
Right keys [1]: [d_date_sk#72]
Join condition: None

(90) Project [codegen id : 87]
Output [3]: [cs_item_sk#67, cs_quantity#68, cs_list_price#69]
Input [5]: [cs_item_sk#67, cs_quantity#68, cs_list_price#69, cs_sold_date_sk#70, d_date_sk#72]

(91) ReusedExchange [Reuses operator id: 72]
Output [4]: [i_item_sk#73, i_brand_id#74, i_class_id#75, i_category_id#76]

(92) BroadcastHashJoin [codegen id : 87]
Left keys [1]: [cs_item_sk#67]
Right keys [1]: [i_item_sk#73]
Join condition: None

(93) Project [codegen id : 87]
Output [5]: [cs_quantity#68, cs_list_price#69, i_brand_id#74, i_class_id#75, i_category_id#76]
Input [7]: [cs_item_sk#67, cs_quantity#68, cs_list_price#69, i_item_sk#73, i_brand_id#74, i_class_id#75, i_category_id#76]

(94) HashAggregate [codegen id : 87]
Input [5]: [cs_quantity#68, cs_list_price#69, i_brand_id#74, i_class_id#75, i_category_id#76]
Keys [3]: [i_brand_id#74, i_class_id#75, i_category_id#76]
Functions [2]: [partial_sum(CheckOverflow((promote_precision(cast(cs_quantity#68 as decimal(12,2))) * promote_precision(cast(cs_list_price#69 as decimal(12,2)))), DecimalType(18,2))), partial_count(1)]
Aggregate Attributes [3]: [sum#77, isEmpty#78, count#79]
Results [6]: [i_brand_id#74, i_class_id#75, i_category_id#76, sum#80, isEmpty#81, count#82]

(95) Exchange
Input [6]: [i_brand_id#74, i_class_id#75, i_category_id#76, sum#80, isEmpty#81, count#82]
Arguments: hashpartitioning(i_brand_id#74, i_class_id#75, i_category_id#76, 5), ENSURE_REQUIREMENTS, [id=#83]

(96) HashAggregate [codegen id : 88]
Input [6]: [i_brand_id#74, i_class_id#75, i_category_id#76, sum#80, isEmpty#81, count#82]
Keys [3]: [i_brand_id#74, i_class_id#75, i_category_id#76]
Functions [2]: [sum(CheckOverflow((promote_precision(cast(cs_quantity#68 as decimal(12,2))) * promote_precision(cast(cs_list_price#69 as decimal(12,2)))), DecimalType(18,2))), count(1)]
Aggregate Attributes [2]: [sum(CheckOverflow((promote_precision(cast(cs_quantity#68 as decimal(12,2))) * promote_precision(cast(cs_list_price#69 as decimal(12,2)))), DecimalType(18,2)))#84, count(1)#85]
Results [5]: [i_brand_id#74, i_class_id#75, i_category_id#76, sum(CheckOverflow((promote_precision(cast(cs_quantity#68 as decimal(12,2))) * promote_precision(cast(cs_list_price#69 as decimal(12,2)))), DecimalType(18,2)))#84 AS sales#86, count(1)#85 AS number_sales#87]

(97) Filter [codegen id : 88]
Input [5]: [i_brand_id#74, i_class_id#75, i_category_id#76, sales#86, number_sales#87]
Condition : (isnotnull(sales#86) AND (cast(sales#86 as decimal(32,6)) > cast(ReusedSubquery Subquery scalar-subquery#64, [id=#65] as decimal(32,6))))

(98) Project [codegen id : 88]
Output [6]: [sales#86, number_sales#87, catalog AS channel#88, i_brand_id#74, i_class_id#75, i_category_id#76]
Input [5]: [i_brand_id#74, i_class_id#75, i_category_id#76, sales#86, number_sales#87]

(99) Scan parquet default.web_sales
Output [4]: [ws_item_sk#89, ws_quantity#90, ws_list_price#91, ws_sold_date_sk#92]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#92), dynamicpruningexpression(ws_sold_date_sk#92 IN dynamicpruning#5)]
PushedFilters: [IsNotNull(ws_item_sk)]
ReadSchema: struct<ws_item_sk:int,ws_quantity:int,ws_list_price:decimal(7,2)>

(100) ColumnarToRow [codegen id : 89]
Input [4]: [ws_item_sk#89, ws_quantity#90, ws_list_price#91, ws_sold_date_sk#92]

(101) Filter [codegen id : 89]
Input [4]: [ws_item_sk#89, ws_quantity#90, ws_list_price#91, ws_sold_date_sk#92]
Condition : isnotnull(ws_item_sk#89)

(102) Exchange
Input [4]: [ws_item_sk#89, ws_quantity#90, ws_list_price#91, ws_sold_date_sk#92]
Arguments: hashpartitioning(ws_item_sk#89, 5), ENSURE_REQUIREMENTS, [id=#93]

(103) Sort [codegen id : 90]
Input [4]: [ws_item_sk#89, ws_quantity#90, ws_list_price#91, ws_sold_date_sk#92]
Arguments: [ws_item_sk#89 ASC NULLS FIRST], false, 0

(104) ReusedExchange [Reuses operator id: 58]
Output [1]: [ss_item_sk#44]

(105) Sort [codegen id : 108]
Input [1]: [ss_item_sk#44]
Arguments: [ss_item_sk#44 ASC NULLS FIRST], false, 0

(106) SortMergeJoin [codegen id : 131]
Left keys [1]: [ws_item_sk#89]
Right keys [1]: [ss_item_sk#44]
Join condition: None

(107) ReusedExchange [Reuses operator id: 147]
Output [1]: [d_date_sk#94]

(108) BroadcastHashJoin [codegen id : 131]
Left keys [1]: [ws_sold_date_sk#92]
Right keys [1]: [d_date_sk#94]
Join condition: None

(109) Project [codegen id : 131]
Output [3]: [ws_item_sk#89, ws_quantity#90, ws_list_price#91]
Input [5]: [ws_item_sk#89, ws_quantity#90, ws_list_price#91, ws_sold_date_sk#92, d_date_sk#94]

(110) ReusedExchange [Reuses operator id: 72]
Output [4]: [i_item_sk#95, i_brand_id#96, i_class_id#97, i_category_id#98]

(111) BroadcastHashJoin [codegen id : 131]
Left keys [1]: [ws_item_sk#89]
Right keys [1]: [i_item_sk#95]
Join condition: None

(112) Project [codegen id : 131]
Output [5]: [ws_quantity#90, ws_list_price#91, i_brand_id#96, i_class_id#97, i_category_id#98]
Input [7]: [ws_item_sk#89, ws_quantity#90, ws_list_price#91, i_item_sk#95, i_brand_id#96, i_class_id#97, i_category_id#98]

(113) HashAggregate [codegen id : 131]
Input [5]: [ws_quantity#90, ws_list_price#91, i_brand_id#96, i_class_id#97, i_category_id#98]
Keys [3]: [i_brand_id#96, i_class_id#97, i_category_id#98]
Functions [2]: [partial_sum(CheckOverflow((promote_precision(cast(ws_quantity#90 as decimal(12,2))) * promote_precision(cast(ws_list_price#91 as decimal(12,2)))), DecimalType(18,2))), partial_count(1)]
Aggregate Attributes [3]: [sum#99, isEmpty#100, count#101]
Results [6]: [i_brand_id#96, i_class_id#97, i_category_id#98, sum#102, isEmpty#103, count#104]

(114) Exchange
Input [6]: [i_brand_id#96, i_class_id#97, i_category_id#98, sum#102, isEmpty#103, count#104]
Arguments: hashpartitioning(i_brand_id#96, i_class_id#97, i_category_id#98, 5), ENSURE_REQUIREMENTS, [id=#105]

(115) HashAggregate [codegen id : 132]
Input [6]: [i_brand_id#96, i_class_id#97, i_category_id#98, sum#102, isEmpty#103, count#104]
Keys [3]: [i_brand_id#96, i_class_id#97, i_category_id#98]
Functions [2]: [sum(CheckOverflow((promote_precision(cast(ws_quantity#90 as decimal(12,2))) * promote_precision(cast(ws_list_price#91 as decimal(12,2)))), DecimalType(18,2))), count(1)]
Aggregate Attributes [2]: [sum(CheckOverflow((promote_precision(cast(ws_quantity#90 as decimal(12,2))) * promote_precision(cast(ws_list_price#91 as decimal(12,2)))), DecimalType(18,2)))#106, count(1)#107]
Results [5]: [i_brand_id#96, i_class_id#97, i_category_id#98, sum(CheckOverflow((promote_precision(cast(ws_quantity#90 as decimal(12,2))) * promote_precision(cast(ws_list_price#91 as decimal(12,2)))), DecimalType(18,2)))#106 AS sales#108, count(1)#107 AS number_sales#109]

(116) Filter [codegen id : 132]
Input [5]: [i_brand_id#96, i_class_id#97, i_category_id#98, sales#108, number_sales#109]
Condition : (isnotnull(sales#108) AND (cast(sales#108 as decimal(32,6)) > cast(ReusedSubquery Subquery scalar-subquery#64, [id=#65] as decimal(32,6))))

(117) Project [codegen id : 132]
Output [6]: [sales#108, number_sales#109, web AS channel#110, i_brand_id#96, i_class_id#97, i_category_id#98]
Input [5]: [i_brand_id#96, i_class_id#97, i_category_id#98, sales#108, number_sales#109]

(118) Union

(119) Expand [codegen id : 133]
Input [6]: [sales#62, number_sales#63, channel#66, i_brand_id#48, i_class_id#49, i_category_id#50]
Arguments: [[sales#62, number_sales#63, channel#66, i_brand_id#48, i_class_id#49, i_category_id#50, 0], [sales#62, number_sales#63, channel#66, i_brand_id#48, i_class_id#49, null, 1], [sales#62, number_sales#63, channel#66, i_brand_id#48, null, null, 3], [sales#62, number_sales#63, channel#66, null, null, null, 7], [sales#62, number_sales#63, null, null, null, null, 15]], [sales#62, number_sales#63, channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, spark_grouping_id#115]

(120) HashAggregate [codegen id : 133]
Input [7]: [sales#62, number_sales#63, channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, spark_grouping_id#115]
Keys [5]: [channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, spark_grouping_id#115]
Functions [2]: [partial_sum(sales#62), partial_sum(number_sales#63)]
Aggregate Attributes [3]: [sum#116, isEmpty#117, sum#118]
Results [8]: [channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, spark_grouping_id#115, sum#119, isEmpty#120, sum#121]

(121) Exchange
Input [8]: [channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, spark_grouping_id#115, sum#119, isEmpty#120, sum#121]
Arguments: hashpartitioning(channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, spark_grouping_id#115, 5), ENSURE_REQUIREMENTS, [id=#122]

(122) HashAggregate [codegen id : 134]
Input [8]: [channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, spark_grouping_id#115, sum#119, isEmpty#120, sum#121]
Keys [5]: [channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, spark_grouping_id#115]
Functions [2]: [sum(sales#62), sum(number_sales#63)]
Aggregate Attributes [2]: [sum(sales#62)#123, sum(number_sales#63)#124]
Results [6]: [channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, sum(sales#62)#123 AS sum(sales)#125, sum(number_sales#63)#124 AS sum(number_sales)#126]

(123) TakeOrderedAndProject
Input [6]: [channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, sum(sales)#125, sum(number_sales)#126]
Arguments: 100, [channel#111 ASC NULLS FIRST, i_brand_id#112 ASC NULLS FIRST, i_class_id#113 ASC NULLS FIRST, i_category_id#114 ASC NULLS FIRST], [channel#111, i_brand_id#112, i_class_id#113, i_category_id#114, sum(sales)#125, sum(number_sales)#126]

===== Subqueries =====

Subquery:1 Hosting operator id = 78 Hosting Expression = Subquery scalar-subquery#64, [id=#65]
* HashAggregate (142)
+- Exchange (141)
   +- * HashAggregate (140)
      +- Union (139)
         :- * Project (128)
         :  +- * BroadcastHashJoin Inner BuildRight (127)
         :     :- * ColumnarToRow (125)
         :     :  +- Scan parquet default.store_sales (124)
         :     +- ReusedExchange (126)
         :- * Project (133)
         :  +- * BroadcastHashJoin Inner BuildRight (132)
         :     :- * ColumnarToRow (130)
         :     :  +- Scan parquet default.catalog_sales (129)
         :     +- ReusedExchange (131)
         +- * Project (138)
            +- * BroadcastHashJoin Inner BuildRight (137)
               :- * ColumnarToRow (135)
               :  +- Scan parquet default.web_sales (134)
               +- ReusedExchange (136)


(124) Scan parquet default.store_sales
Output [3]: [ss_quantity#127, ss_list_price#128, ss_sold_date_sk#129]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#129), dynamicpruningexpression(ss_sold_date_sk#129 IN dynamicpruning#13)]
ReadSchema: struct<ss_quantity:int,ss_list_price:decimal(7,2)>

(125) ColumnarToRow [codegen id : 2]
Input [3]: [ss_quantity#127, ss_list_price#128, ss_sold_date_sk#129]

(126) ReusedExchange [Reuses operator id: 152]
Output [1]: [d_date_sk#130]

(127) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [ss_sold_date_sk#129]
Right keys [1]: [d_date_sk#130]
Join condition: None

(128) Project [codegen id : 2]
Output [2]: [ss_quantity#127 AS quantity#131, ss_list_price#128 AS list_price#132]
Input [4]: [ss_quantity#127, ss_list_price#128, ss_sold_date_sk#129, d_date_sk#130]

(129) Scan parquet default.catalog_sales
Output [3]: [cs_quantity#133, cs_list_price#134, cs_sold_date_sk#135]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#135), dynamicpruningexpression(cs_sold_date_sk#135 IN dynamicpruning#13)]
ReadSchema: struct<cs_quantity:int,cs_list_price:decimal(7,2)>

(130) ColumnarToRow [codegen id : 4]
Input [3]: [cs_quantity#133, cs_list_price#134, cs_sold_date_sk#135]

(131) ReusedExchange [Reuses operator id: 152]
Output [1]: [d_date_sk#136]

(132) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [cs_sold_date_sk#135]
Right keys [1]: [d_date_sk#136]
Join condition: None

(133) Project [codegen id : 4]
Output [2]: [cs_quantity#133 AS quantity#137, cs_list_price#134 AS list_price#138]
Input [4]: [cs_quantity#133, cs_list_price#134, cs_sold_date_sk#135, d_date_sk#136]

(134) Scan parquet default.web_sales
Output [3]: [ws_quantity#139, ws_list_price#140, ws_sold_date_sk#141]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#141), dynamicpruningexpression(ws_sold_date_sk#141 IN dynamicpruning#13)]
ReadSchema: struct<ws_quantity:int,ws_list_price:decimal(7,2)>

(135) ColumnarToRow [codegen id : 6]
Input [3]: [ws_quantity#139, ws_list_price#140, ws_sold_date_sk#141]

(136) ReusedExchange [Reuses operator id: 152]
Output [1]: [d_date_sk#142]

(137) BroadcastHashJoin [codegen id : 6]
Left keys [1]: [ws_sold_date_sk#141]
Right keys [1]: [d_date_sk#142]
Join condition: None

(138) Project [codegen id : 6]
Output [2]: [ws_quantity#139 AS quantity#143, ws_list_price#140 AS list_price#144]
Input [4]: [ws_quantity#139, ws_list_price#140, ws_sold_date_sk#141, d_date_sk#142]

(139) Union

(140) HashAggregate [codegen id : 7]
Input [2]: [quantity#131, list_price#132]
Keys: []
Functions [1]: [partial_avg(CheckOverflow((promote_precision(cast(quantity#131 as decimal(12,2))) * promote_precision(cast(list_price#132 as decimal(12,2)))), DecimalType(18,2)))]
Aggregate Attributes [2]: [sum#145, count#146]
Results [2]: [sum#147, count#148]

(141) Exchange
Input [2]: [sum#147, count#148]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#149]

(142) HashAggregate [codegen id : 8]
Input [2]: [sum#147, count#148]
Keys: []
Functions [1]: [avg(CheckOverflow((promote_precision(cast(quantity#131 as decimal(12,2))) * promote_precision(cast(list_price#132 as decimal(12,2)))), DecimalType(18,2)))]
Aggregate Attributes [1]: [avg(CheckOverflow((promote_precision(cast(quantity#131 as decimal(12,2))) * promote_precision(cast(list_price#132 as decimal(12,2)))), DecimalType(18,2)))#150]
Results [1]: [avg(CheckOverflow((promote_precision(cast(quantity#131 as decimal(12,2))) * promote_precision(cast(list_price#132 as decimal(12,2)))), DecimalType(18,2)))#150 AS average_sales#151]

Subquery:2 Hosting operator id = 124 Hosting Expression = ss_sold_date_sk#129 IN dynamicpruning#13

Subquery:3 Hosting operator id = 129 Hosting Expression = cs_sold_date_sk#135 IN dynamicpruning#13

Subquery:4 Hosting operator id = 134 Hosting Expression = ws_sold_date_sk#141 IN dynamicpruning#13

Subquery:5 Hosting operator id = 1 Hosting Expression = ss_sold_date_sk#4 IN dynamicpruning#5
BroadcastExchange (147)
+- * Project (146)
   +- * Filter (145)
      +- * ColumnarToRow (144)
         +- Scan parquet default.date_dim (143)


(143) Scan parquet default.date_dim
Output [3]: [d_date_sk#46, d_year#152, d_moy#153]
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>

(144) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#46, d_year#152, d_moy#153]

(145) Filter [codegen id : 1]
Input [3]: [d_date_sk#46, d_year#152, d_moy#153]
Condition : ((((isnotnull(d_year#152) AND isnotnull(d_moy#153)) AND (d_year#152 = 2001)) AND (d_moy#153 = 11)) AND isnotnull(d_date_sk#46))

(146) Project [codegen id : 1]
Output [1]: [d_date_sk#46]
Input [3]: [d_date_sk#46, d_year#152, d_moy#153]

(147) BroadcastExchange
Input [1]: [d_date_sk#46]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#154]

Subquery:6 Hosting operator id = 9 Hosting Expression = ss_sold_date_sk#12 IN dynamicpruning#13
BroadcastExchange (152)
+- * Project (151)
   +- * Filter (150)
      +- * ColumnarToRow (149)
         +- Scan parquet default.date_dim (148)


(148) Scan parquet default.date_dim
Output [2]: [d_date_sk#14, d_year#155]
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>

(149) ColumnarToRow [codegen id : 1]
Input [2]: [d_date_sk#14, d_year#155]

(150) Filter [codegen id : 1]
Input [2]: [d_date_sk#14, d_year#155]
Condition : (((isnotnull(d_year#155) AND (d_year#155 >= 1999)) AND (d_year#155 <= 2001)) AND isnotnull(d_date_sk#14))

(151) Project [codegen id : 1]
Output [1]: [d_date_sk#14]
Input [2]: [d_date_sk#14, d_year#155]

(152) BroadcastExchange
Input [1]: [d_date_sk#14]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#156]

Subquery:7 Hosting operator id = 20 Hosting Expression = cs_sold_date_sk#21 IN dynamicpruning#13

Subquery:8 Hosting operator id = 43 Hosting Expression = ws_sold_date_sk#36 IN dynamicpruning#13

Subquery:9 Hosting operator id = 97 Hosting Expression = ReusedSubquery Subquery scalar-subquery#64, [id=#65]

Subquery:10 Hosting operator id = 80 Hosting Expression = cs_sold_date_sk#70 IN dynamicpruning#5

Subquery:11 Hosting operator id = 116 Hosting Expression = ReusedSubquery Subquery scalar-subquery#64, [id=#65]

Subquery:12 Hosting operator id = 99 Hosting Expression = ws_sold_date_sk#92 IN dynamicpruning#5


