== Physical Plan ==
TakeOrderedAndProject (100)
+- * BroadcastHashJoin Inner BuildRight (99)
   :- * Project (77)
   :  +- * Filter (76)
   :     +- * HashAggregate (75)
   :        +- Exchange (74)
   :           +- * HashAggregate (73)
   :              +- * Project (72)
   :                 +- * BroadcastHashJoin Inner BuildRight (71)
   :                    :- * Project (65)
   :                    :  +- * BroadcastHashJoin Inner BuildRight (64)
   :                    :     :- * BroadcastHashJoin LeftSemi BuildRight (57)
   :                    :     :  :- * Filter (3)
   :                    :     :  :  +- * ColumnarToRow (2)
   :                    :     :  :     +- Scan parquet default.store_sales (1)
   :                    :     :  +- BroadcastExchange (56)
   :                    :     :     +- * Project (55)
   :                    :     :        +- * BroadcastHashJoin Inner BuildRight (54)
   :                    :     :           :- * Filter (6)
   :                    :     :           :  +- * ColumnarToRow (5)
   :                    :     :           :     +- Scan parquet default.item (4)
   :                    :     :           +- BroadcastExchange (53)
   :                    :     :              +- * HashAggregate (52)
   :                    :     :                 +- * HashAggregate (51)
   :                    :     :                    +- * HashAggregate (50)
   :                    :     :                       +- Exchange (49)
   :                    :     :                          +- * HashAggregate (48)
   :                    :     :                             +- * BroadcastHashJoin LeftSemi BuildRight (47)
   :                    :     :                                :- * BroadcastHashJoin LeftSemi BuildRight (36)
   :                    :     :                                :  :- * Project (22)
   :                    :     :                                :  :  +- * BroadcastHashJoin Inner BuildRight (21)
   :                    :     :                                :  :     :- * Project (15)
   :                    :     :                                :  :     :  +- * BroadcastHashJoin Inner BuildRight (14)
   :                    :     :                                :  :     :     :- * Filter (9)
   :                    :     :                                :  :     :     :  +- * ColumnarToRow (8)
   :                    :     :                                :  :     :     :     +- Scan parquet default.store_sales (7)
   :                    :     :                                :  :     :     +- BroadcastExchange (13)
   :                    :     :                                :  :     :        +- * Filter (12)
   :                    :     :                                :  :     :           +- * ColumnarToRow (11)
   :                    :     :                                :  :     :              +- Scan parquet default.item (10)
   :                    :     :                                :  :     +- BroadcastExchange (20)
   :                    :     :                                :  :        +- * Project (19)
   :                    :     :                                :  :           +- * Filter (18)
   :                    :     :                                :  :              +- * ColumnarToRow (17)
   :                    :     :                                :  :                 +- Scan parquet default.date_dim (16)
   :                    :     :                                :  +- BroadcastExchange (35)
   :                    :     :                                :     +- * Project (34)
   :                    :     :                                :        +- * BroadcastHashJoin Inner BuildRight (33)
   :                    :     :                                :           :- * Project (31)
   :                    :     :                                :           :  +- * BroadcastHashJoin Inner BuildRight (30)
   :                    :     :                                :           :     :- * Filter (25)
   :                    :     :                                :           :     :  +- * ColumnarToRow (24)
   :                    :     :                                :           :     :     +- Scan parquet default.catalog_sales (23)
   :                    :     :                                :           :     +- BroadcastExchange (29)
   :                    :     :                                :           :        +- * Filter (28)
   :                    :     :                                :           :           +- * ColumnarToRow (27)
   :                    :     :                                :           :              +- Scan parquet default.item (26)
   :                    :     :                                :           +- ReusedExchange (32)
   :                    :     :                                +- BroadcastExchange (46)
   :                    :     :                                   +- * Project (45)
   :                    :     :                                      +- * BroadcastHashJoin Inner BuildRight (44)
   :                    :     :                                         :- * Project (42)
   :                    :     :                                         :  +- * BroadcastHashJoin Inner BuildRight (41)
   :                    :     :                                         :     :- * Filter (39)
   :                    :     :                                         :     :  +- * ColumnarToRow (38)
   :                    :     :                                         :     :     +- Scan parquet default.web_sales (37)
   :                    :     :                                         :     +- ReusedExchange (40)
   :                    :     :                                         +- ReusedExchange (43)
   :                    :     +- BroadcastExchange (63)
   :                    :        +- * BroadcastHashJoin LeftSemi BuildRight (62)
   :                    :           :- * Filter (60)
   :                    :           :  +- * ColumnarToRow (59)
   :                    :           :     +- Scan parquet default.item (58)
   :                    :           +- ReusedExchange (61)
   :                    +- BroadcastExchange (70)
   :                       +- * Project (69)
   :                          +- * Filter (68)
   :                             +- * ColumnarToRow (67)
   :                                +- Scan parquet default.date_dim (66)
   +- BroadcastExchange (98)
      +- * Project (97)
         +- * Filter (96)
            +- * HashAggregate (95)
               +- Exchange (94)
                  +- * HashAggregate (93)
                     +- * Project (92)
                        +- * BroadcastHashJoin Inner BuildRight (91)
                           :- * Project (85)
                           :  +- * BroadcastHashJoin Inner BuildRight (84)
                           :     :- * BroadcastHashJoin LeftSemi BuildRight (82)
                           :     :  :- * Filter (80)
                           :     :  :  +- * ColumnarToRow (79)
                           :     :  :     +- Scan parquet default.store_sales (78)
                           :     :  +- ReusedExchange (81)
                           :     +- ReusedExchange (83)
                           +- BroadcastExchange (90)
                              +- * Project (89)
                                 +- * Filter (88)
                                    +- * ColumnarToRow (87)
                                       +- Scan parquet default.date_dim (86)


(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 : 25]
Input [4]: [ss_sold_date_sk#1, ss_item_sk#2, ss_quantity#3, ss_list_price#4]

(3) Filter [codegen id : 25]
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) Scan parquet default.item
Output [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
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>

(5) ColumnarToRow [codegen id : 11]
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(6) Filter [codegen id : 11]
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Condition : ((isnotnull(i_brand_id#6) AND isnotnull(i_class_id#7)) AND isnotnull(i_category_id#8))

(7) 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>

(8) ColumnarToRow [codegen id : 9]
Input [2]: [ss_sold_date_sk#1, ss_item_sk#2]

(9) Filter [codegen id : 9]
Input [2]: [ss_sold_date_sk#1, ss_item_sk#2]
Condition : (isnotnull(ss_item_sk#2) AND isnotnull(ss_sold_date_sk#1))

(10) Scan parquet default.item
Output [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
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>

(11) ColumnarToRow [codegen id : 1]
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(12) Filter [codegen id : 1]
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Condition : (((isnotnull(i_item_sk#5) AND isnotnull(i_brand_id#6)) AND isnotnull(i_class_id#7)) AND isnotnull(i_category_id#8))

(13) BroadcastExchange
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#9]

(14) BroadcastHashJoin [codegen id : 9]
Left keys [1]: [ss_item_sk#2]
Right keys [1]: [i_item_sk#5]
Join condition: None

(15) Project [codegen id : 9]
Output [4]: [ss_sold_date_sk#1, i_brand_id#6, i_class_id#7, i_category_id#8]
Input [6]: [ss_sold_date_sk#1, ss_item_sk#2, i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(16) 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,1998), LessThanOrEqual(d_year,2000), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int>

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

(18) Filter [codegen id : 2]
Input [2]: [d_date_sk#10, d_year#11]
Condition : (((isnotnull(d_year#11) AND (d_year#11 >= 1998)) AND (d_year#11 <= 2000)) AND isnotnull(d_date_sk#10))

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

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

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

(22) Project [codegen id : 9]
Output [3]: [i_brand_id#6 AS brand_id#13, i_class_id#7 AS class_id#14, i_category_id#8 AS category_id#15]
Input [5]: [ss_sold_date_sk#1, i_brand_id#6, i_class_id#7, i_category_id#8, d_date_sk#10]

(23) Scan parquet default.catalog_sales
Output [2]: [cs_sold_date_sk#16, cs_item_sk#17]
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>

(24) ColumnarToRow [codegen id : 5]
Input [2]: [cs_sold_date_sk#16, cs_item_sk#17]

(25) Filter [codegen id : 5]
Input [2]: [cs_sold_date_sk#16, cs_item_sk#17]
Condition : (isnotnull(cs_item_sk#17) AND isnotnull(cs_sold_date_sk#16))

(26) Scan parquet default.item
Output [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
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 : 3]
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(28) Filter [codegen id : 3]
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Condition : isnotnull(i_item_sk#5)

(29) BroadcastExchange
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#18]

(30) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [cs_item_sk#17]
Right keys [1]: [i_item_sk#5]
Join condition: None

(31) Project [codegen id : 5]
Output [4]: [cs_sold_date_sk#16, i_brand_id#6, i_class_id#7, i_category_id#8]
Input [6]: [cs_sold_date_sk#16, cs_item_sk#17, i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(32) ReusedExchange [Reuses operator id: 20]
Output [1]: [d_date_sk#10]

(33) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [cs_sold_date_sk#16]
Right keys [1]: [d_date_sk#10]
Join condition: None

(34) Project [codegen id : 5]
Output [3]: [i_brand_id#6, i_class_id#7, i_category_id#8]
Input [5]: [cs_sold_date_sk#16, i_brand_id#6, i_class_id#7, i_category_id#8, d_date_sk#10]

(35) BroadcastExchange
Input [3]: [i_brand_id#6, i_class_id#7, i_category_id#8]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[0, int, true], 0), isnull(input[0, int, true]), coalesce(input[1, int, true], 0), isnull(input[1, int, true]), coalesce(input[2, int, true], 0), isnull(input[2, int, true])),false), [id=#19]

(36) BroadcastHashJoin [codegen id : 9]
Left keys [6]: [coalesce(brand_id#13, 0), isnull(brand_id#13), coalesce(class_id#14, 0), isnull(class_id#14), coalesce(category_id#15, 0), isnull(category_id#15)]
Right keys [6]: [coalesce(i_brand_id#6, 0), isnull(i_brand_id#6), coalesce(i_class_id#7, 0), isnull(i_class_id#7), coalesce(i_category_id#8, 0), isnull(i_category_id#8)]
Join condition: None

(37) Scan parquet default.web_sales
Output [2]: [ws_sold_date_sk#20, ws_item_sk#21]
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>

(38) ColumnarToRow [codegen id : 8]
Input [2]: [ws_sold_date_sk#20, ws_item_sk#21]

(39) Filter [codegen id : 8]
Input [2]: [ws_sold_date_sk#20, ws_item_sk#21]
Condition : (isnotnull(ws_item_sk#21) AND isnotnull(ws_sold_date_sk#20))

(40) ReusedExchange [Reuses operator id: 29]
Output [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(41) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [ws_item_sk#21]
Right keys [1]: [i_item_sk#5]
Join condition: None

(42) Project [codegen id : 8]
Output [4]: [ws_sold_date_sk#20, i_brand_id#6, i_class_id#7, i_category_id#8]
Input [6]: [ws_sold_date_sk#20, ws_item_sk#21, i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(43) ReusedExchange [Reuses operator id: 20]
Output [1]: [d_date_sk#10]

(44) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [ws_sold_date_sk#20]
Right keys [1]: [d_date_sk#10]
Join condition: None

(45) Project [codegen id : 8]
Output [3]: [i_brand_id#6, i_class_id#7, i_category_id#8]
Input [5]: [ws_sold_date_sk#20, i_brand_id#6, i_class_id#7, i_category_id#8, d_date_sk#10]

(46) BroadcastExchange
Input [3]: [i_brand_id#6, i_class_id#7, i_category_id#8]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[0, int, true], 0), isnull(input[0, int, true]), coalesce(input[1, int, true], 0), isnull(input[1, int, true]), coalesce(input[2, int, true], 0), isnull(input[2, int, true])),false), [id=#22]

(47) BroadcastHashJoin [codegen id : 9]
Left keys [6]: [coalesce(brand_id#13, 0), isnull(brand_id#13), coalesce(class_id#14, 0), isnull(class_id#14), coalesce(category_id#15, 0), isnull(category_id#15)]
Right keys [6]: [coalesce(i_brand_id#6, 0), isnull(i_brand_id#6), coalesce(i_class_id#7, 0), isnull(i_class_id#7), coalesce(i_category_id#8, 0), isnull(i_category_id#8)]
Join condition: None

(48) HashAggregate [codegen id : 9]
Input [3]: [brand_id#13, class_id#14, category_id#15]
Keys [3]: [brand_id#13, class_id#14, category_id#15]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#13, class_id#14, category_id#15]

(49) Exchange
Input [3]: [brand_id#13, class_id#14, category_id#15]
Arguments: hashpartitioning(brand_id#13, class_id#14, category_id#15, 5), true, [id=#23]

(50) HashAggregate [codegen id : 10]
Input [3]: [brand_id#13, class_id#14, category_id#15]
Keys [3]: [brand_id#13, class_id#14, category_id#15]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#13, class_id#14, category_id#15]

(51) HashAggregate [codegen id : 10]
Input [3]: [brand_id#13, class_id#14, category_id#15]
Keys [3]: [brand_id#13, class_id#14, category_id#15]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#13, class_id#14, category_id#15]

(52) HashAggregate [codegen id : 10]
Input [3]: [brand_id#13, class_id#14, category_id#15]
Keys [3]: [brand_id#13, class_id#14, category_id#15]
Functions: []
Aggregate Attributes: []
Results [3]: [brand_id#13, class_id#14, category_id#15]

(53) BroadcastExchange
Input [3]: [brand_id#13, class_id#14, category_id#15]
Arguments: HashedRelationBroadcastMode(List(input[0, int, true], input[1, int, true], input[2, int, true]),false), [id=#24]

(54) BroadcastHashJoin [codegen id : 11]
Left keys [3]: [i_brand_id#6, i_class_id#7, i_category_id#8]
Right keys [3]: [brand_id#13, class_id#14, category_id#15]
Join condition: None

(55) Project [codegen id : 11]
Output [1]: [i_item_sk#5 AS ss_item_sk#25]
Input [7]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8, brand_id#13, class_id#14, category_id#15]

(56) BroadcastExchange
Input [1]: [ss_item_sk#25]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#26]

(57) BroadcastHashJoin [codegen id : 25]
Left keys [1]: [ss_item_sk#2]
Right keys [1]: [ss_item_sk#25]
Join condition: None

(58) Scan parquet default.item
Output [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
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>

(59) ColumnarToRow [codegen id : 23]
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(60) Filter [codegen id : 23]
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Condition : (((isnotnull(i_item_sk#5) AND isnotnull(i_brand_id#6)) AND isnotnull(i_class_id#7)) AND isnotnull(i_category_id#8))

(61) ReusedExchange [Reuses operator id: 56]
Output [1]: [ss_item_sk#25]

(62) BroadcastHashJoin [codegen id : 23]
Left keys [1]: [i_item_sk#5]
Right keys [1]: [ss_item_sk#25]
Join condition: None

(63) BroadcastExchange
Input [4]: [i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#27]

(64) BroadcastHashJoin [codegen id : 25]
Left keys [1]: [ss_item_sk#2]
Right keys [1]: [i_item_sk#5]
Join condition: None

(65) Project [codegen id : 25]
Output [6]: [ss_sold_date_sk#1, ss_quantity#3, ss_list_price#4, i_brand_id#6, i_class_id#7, i_category_id#8]
Input [8]: [ss_sold_date_sk#1, ss_item_sk#2, ss_quantity#3, ss_list_price#4, i_item_sk#5, i_brand_id#6, i_class_id#7, i_category_id#8]

(66) Scan parquet default.date_dim
Output [2]: [d_date_sk#10, d_week_seq#28]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_week_seq), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_week_seq:int>

(67) ColumnarToRow [codegen id : 24]
Input [2]: [d_date_sk#10, d_week_seq#28]

(68) Filter [codegen id : 24]
Input [2]: [d_date_sk#10, d_week_seq#28]
Condition : ((isnotnull(d_week_seq#28) AND (d_week_seq#28 = Subquery scalar-subquery#29, [id=#30])) AND isnotnull(d_date_sk#10))

(69) Project [codegen id : 24]
Output [1]: [d_date_sk#10]
Input [2]: [d_date_sk#10, d_week_seq#28]

(70) BroadcastExchange
Input [1]: [d_date_sk#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#31]

(71) BroadcastHashJoin [codegen id : 25]
Left keys [1]: [ss_sold_date_sk#1]
Right keys [1]: [d_date_sk#10]
Join condition: None

(72) Project [codegen id : 25]
Output [5]: [ss_quantity#3, ss_list_price#4, i_brand_id#6, i_class_id#7, i_category_id#8]
Input [7]: [ss_sold_date_sk#1, ss_quantity#3, ss_list_price#4, i_brand_id#6, i_class_id#7, i_category_id#8, d_date_sk#10]

(73) HashAggregate [codegen id : 25]
Input [5]: [ss_quantity#3, ss_list_price#4, i_brand_id#6, i_class_id#7, i_category_id#8]
Keys [3]: [i_brand_id#6, i_class_id#7, i_category_id#8]
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#32, isEmpty#33, count#34]
Results [6]: [i_brand_id#6, i_class_id#7, i_category_id#8, sum#35, isEmpty#36, count#37]

(74) Exchange
Input [6]: [i_brand_id#6, i_class_id#7, i_category_id#8, sum#35, isEmpty#36, count#37]
Arguments: hashpartitioning(i_brand_id#6, i_class_id#7, i_category_id#8, 5), true, [id=#38]

(75) HashAggregate [codegen id : 52]
Input [6]: [i_brand_id#6, i_class_id#7, i_category_id#8, sum#35, isEmpty#36, count#37]
Keys [3]: [i_brand_id#6, i_class_id#7, i_category_id#8]
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))#39, count(1)#40]
Results [6]: [i_brand_id#6, i_class_id#7, i_category_id#8, 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))#39 AS sales#41, count(1)#40 AS number_sales#42, 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))#39 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))#43]

(76) Filter [codegen id : 52]
Input [6]: [i_brand_id#6, i_class_id#7, i_category_id#8, sales#41, number_sales#42, 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))#43]
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))#43) 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))#43 as decimal(32,6)) > cast(Subquery scalar-subquery#44, [id=#45] as decimal(32,6))))

(77) Project [codegen id : 52]
Output [6]: [store AS channel#46, i_brand_id#6, i_class_id#7, i_category_id#8, sales#41, number_sales#42]
Input [6]: [i_brand_id#6, i_class_id#7, i_category_id#8, sales#41, number_sales#42, 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))#43]

(78) 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)>

(79) ColumnarToRow [codegen id : 50]
Input [4]: [ss_sold_date_sk#1, ss_item_sk#2, ss_quantity#3, ss_list_price#4]

(80) Filter [codegen id : 50]
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))

(81) ReusedExchange [Reuses operator id: 56]
Output [1]: [ss_item_sk#25]

(82) BroadcastHashJoin [codegen id : 50]
Left keys [1]: [ss_item_sk#2]
Right keys [1]: [ss_item_sk#25]
Join condition: None

(83) ReusedExchange [Reuses operator id: 63]
Output [4]: [i_item_sk#47, i_brand_id#48, i_class_id#49, i_category_id#50]

(84) BroadcastHashJoin [codegen id : 50]
Left keys [1]: [ss_item_sk#2]
Right keys [1]: [i_item_sk#47]
Join condition: None

(85) Project [codegen id : 50]
Output [6]: [ss_sold_date_sk#1, ss_quantity#3, ss_list_price#4, i_brand_id#48, i_class_id#49, i_category_id#50]
Input [8]: [ss_sold_date_sk#1, ss_item_sk#2, ss_quantity#3, ss_list_price#4, i_item_sk#47, i_brand_id#48, i_class_id#49, i_category_id#50]

(86) Scan parquet default.date_dim
Output [2]: [d_date_sk#10, d_week_seq#28]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_week_seq), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_week_seq:int>

(87) ColumnarToRow [codegen id : 49]
Input [2]: [d_date_sk#10, d_week_seq#28]

(88) Filter [codegen id : 49]
Input [2]: [d_date_sk#10, d_week_seq#28]
Condition : ((isnotnull(d_week_seq#28) AND (d_week_seq#28 = Subquery scalar-subquery#51, [id=#52])) AND isnotnull(d_date_sk#10))

(89) Project [codegen id : 49]
Output [1]: [d_date_sk#10]
Input [2]: [d_date_sk#10, d_week_seq#28]

(90) BroadcastExchange
Input [1]: [d_date_sk#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#53]

(91) BroadcastHashJoin [codegen id : 50]
Left keys [1]: [ss_sold_date_sk#1]
Right keys [1]: [d_date_sk#10]
Join condition: None

(92) Project [codegen id : 50]
Output [5]: [ss_quantity#3, ss_list_price#4, i_brand_id#48, i_class_id#49, i_category_id#50]
Input [7]: [ss_sold_date_sk#1, ss_quantity#3, ss_list_price#4, i_brand_id#48, i_class_id#49, i_category_id#50, d_date_sk#10]

(93) HashAggregate [codegen id : 50]
Input [5]: [ss_quantity#3, ss_list_price#4, 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(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#54, isEmpty#55, count#56]
Results [6]: [i_brand_id#48, i_class_id#49, i_category_id#50, sum#57, isEmpty#58, count#59]

(94) Exchange
Input [6]: [i_brand_id#48, i_class_id#49, i_category_id#50, sum#57, isEmpty#58, count#59]
Arguments: hashpartitioning(i_brand_id#48, i_class_id#49, i_category_id#50, 5), true, [id=#60]

(95) HashAggregate [codegen id : 51]
Input [6]: [i_brand_id#48, i_class_id#49, i_category_id#50, sum#57, isEmpty#58, count#59]
Keys [3]: [i_brand_id#48, i_class_id#49, i_category_id#50]
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))#61, count(1)#62]
Results [6]: [i_brand_id#48, i_class_id#49, i_category_id#50, 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))#61 AS sales#63, count(1)#62 AS number_sales#64, 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))#61 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))#65]

(96) Filter [codegen id : 51]
Input [6]: [i_brand_id#48, i_class_id#49, i_category_id#50, sales#63, number_sales#64, 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))#65]
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))#65) 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))#65 as decimal(32,6)) > cast(ReusedSubquery Subquery scalar-subquery#44, [id=#45] as decimal(32,6))))

(97) Project [codegen id : 51]
Output [6]: [store AS channel#66, i_brand_id#48, i_class_id#49, i_category_id#50, sales#63, number_sales#64]
Input [6]: [i_brand_id#48, i_class_id#49, i_category_id#50, sales#63, number_sales#64, 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))#65]

(98) BroadcastExchange
Input [6]: [channel#66, i_brand_id#48, i_class_id#49, i_category_id#50, sales#63, number_sales#64]
Arguments: HashedRelationBroadcastMode(List(input[1, int, true], input[2, int, true], input[3, int, true]),false), [id=#67]

(99) BroadcastHashJoin [codegen id : 52]
Left keys [3]: [i_brand_id#6, i_class_id#7, i_category_id#8]
Right keys [3]: [i_brand_id#48, i_class_id#49, i_category_id#50]
Join condition: None

(100) TakeOrderedAndProject
Input [12]: [channel#46, i_brand_id#6, i_class_id#7, i_category_id#8, sales#41, number_sales#42, channel#66, i_brand_id#48, i_class_id#49, i_category_id#50, sales#63, number_sales#64]
Arguments: 100, [i_brand_id#6 ASC NULLS FIRST, i_class_id#7 ASC NULLS FIRST, i_category_id#8 ASC NULLS FIRST], [channel#46, i_brand_id#6, i_class_id#7, i_category_id#8, sales#41, number_sales#42, channel#66, i_brand_id#48, i_class_id#49, i_category_id#50, sales#63, number_sales#64]

===== Subqueries =====

Subquery:1 Hosting operator id = 76 Hosting Expression = Subquery scalar-subquery#44, [id=#45]
* HashAggregate (126)
+- Exchange (125)
   +- * HashAggregate (124)
      +- Union (123)
         :- * Project (110)
         :  +- * BroadcastHashJoin Inner BuildRight (109)
         :     :- * Filter (103)
         :     :  +- * ColumnarToRow (102)
         :     :     +- Scan parquet default.store_sales (101)
         :     +- BroadcastExchange (108)
         :        +- * Project (107)
         :           +- * Filter (106)
         :              +- * ColumnarToRow (105)
         :                 +- Scan parquet default.date_dim (104)
         :- * Project (116)
         :  +- * BroadcastHashJoin Inner BuildRight (115)
         :     :- * Filter (113)
         :     :  +- * ColumnarToRow (112)
         :     :     +- Scan parquet default.catalog_sales (111)
         :     +- ReusedExchange (114)
         +- * Project (122)
            +- * BroadcastHashJoin Inner BuildRight (121)
               :- * Filter (119)
               :  +- * ColumnarToRow (118)
               :     +- Scan parquet default.web_sales (117)
               +- ReusedExchange (120)


(101) 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)>

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

(103) 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)

(104) 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,1998), LessThanOrEqual(d_year,2000), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int>

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

(106) Filter [codegen id : 1]
Input [2]: [d_date_sk#10, d_year#11]
Condition : (((isnotnull(d_year#11) AND (d_year#11 >= 1998)) AND (d_year#11 <= 2000)) AND isnotnull(d_date_sk#10))

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

(108) BroadcastExchange
Input [1]: [d_date_sk#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#68]

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

(110) Project [codegen id : 2]
Output [2]: [ss_quantity#3 AS quantity#69, ss_list_price#4 AS list_price#70]
Input [4]: [ss_sold_date_sk#1, ss_quantity#3, ss_list_price#4, d_date_sk#10]

(111) Scan parquet default.catalog_sales
Output [3]: [cs_sold_date_sk#16, cs_quantity#71, cs_list_price#72]
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)>

(112) ColumnarToRow [codegen id : 4]
Input [3]: [cs_sold_date_sk#16, cs_quantity#71, cs_list_price#72]

(113) Filter [codegen id : 4]
Input [3]: [cs_sold_date_sk#16, cs_quantity#71, cs_list_price#72]
Condition : isnotnull(cs_sold_date_sk#16)

(114) ReusedExchange [Reuses operator id: 108]
Output [1]: [d_date_sk#10]

(115) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [cs_sold_date_sk#16]
Right keys [1]: [d_date_sk#10]
Join condition: None

(116) Project [codegen id : 4]
Output [2]: [cs_quantity#71 AS quantity#73, cs_list_price#72 AS list_price#74]
Input [4]: [cs_sold_date_sk#16, cs_quantity#71, cs_list_price#72, d_date_sk#10]

(117) Scan parquet default.web_sales
Output [3]: [ws_sold_date_sk#20, ws_quantity#75, ws_list_price#76]
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)>

(118) ColumnarToRow [codegen id : 6]
Input [3]: [ws_sold_date_sk#20, ws_quantity#75, ws_list_price#76]

(119) Filter [codegen id : 6]
Input [3]: [ws_sold_date_sk#20, ws_quantity#75, ws_list_price#76]
Condition : isnotnull(ws_sold_date_sk#20)

(120) ReusedExchange [Reuses operator id: 108]
Output [1]: [d_date_sk#10]

(121) BroadcastHashJoin [codegen id : 6]
Left keys [1]: [ws_sold_date_sk#20]
Right keys [1]: [d_date_sk#10]
Join condition: None

(122) Project [codegen id : 6]
Output [2]: [ws_quantity#75 AS quantity#77, ws_list_price#76 AS list_price#78]
Input [4]: [ws_sold_date_sk#20, ws_quantity#75, ws_list_price#76, d_date_sk#10]

(123) Union

(124) HashAggregate [codegen id : 7]
Input [2]: [quantity#69, list_price#70]
Keys: []
Functions [1]: [partial_avg(CheckOverflow((promote_precision(cast(cast(quantity#69 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(list_price#70 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#79, count#80]
Results [2]: [sum#81, count#82]

(125) Exchange
Input [2]: [sum#81, count#82]
Arguments: SinglePartition, true, [id=#83]

(126) HashAggregate [codegen id : 8]
Input [2]: [sum#81, count#82]
Keys: []
Functions [1]: [avg(CheckOverflow((promote_precision(cast(cast(quantity#69 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(list_price#70 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [avg(CheckOverflow((promote_precision(cast(cast(quantity#69 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(list_price#70 as decimal(12,2)))), DecimalType(18,2), true))#84]
Results [1]: [avg(CheckOverflow((promote_precision(cast(cast(quantity#69 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(list_price#70 as decimal(12,2)))), DecimalType(18,2), true))#84 AS average_sales#85]

Subquery:2 Hosting operator id = 68 Hosting Expression = Subquery scalar-subquery#29, [id=#30]
* Project (130)
+- * Filter (129)
   +- * ColumnarToRow (128)
      +- Scan parquet default.date_dim (127)


(127) Scan parquet default.date_dim
Output [4]: [d_week_seq#28, d_year#11, d_moy#86, d_dom#87]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), IsNotNull(d_dom), EqualTo(d_year,1999), EqualTo(d_moy,12), EqualTo(d_dom,16)]
ReadSchema: struct<d_week_seq:int,d_year:int,d_moy:int,d_dom:int>

(128) ColumnarToRow [codegen id : 1]
Input [4]: [d_week_seq#28, d_year#11, d_moy#86, d_dom#87]

(129) Filter [codegen id : 1]
Input [4]: [d_week_seq#28, d_year#11, d_moy#86, d_dom#87]
Condition : (((((isnotnull(d_year#11) AND isnotnull(d_moy#86)) AND isnotnull(d_dom#87)) AND (d_year#11 = 1999)) AND (d_moy#86 = 12)) AND (d_dom#87 = 16))

(130) Project [codegen id : 1]
Output [1]: [d_week_seq#28]
Input [4]: [d_week_seq#28, d_year#11, d_moy#86, d_dom#87]

Subquery:3 Hosting operator id = 96 Hosting Expression = ReusedSubquery Subquery scalar-subquery#44, [id=#45]

Subquery:4 Hosting operator id = 88 Hosting Expression = Subquery scalar-subquery#51, [id=#52]
* Project (134)
+- * Filter (133)
   +- * ColumnarToRow (132)
      +- Scan parquet default.date_dim (131)


(131) Scan parquet default.date_dim
Output [4]: [d_week_seq#28, d_year#11, d_moy#86, d_dom#87]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), IsNotNull(d_dom), EqualTo(d_year,1998), EqualTo(d_moy,12), EqualTo(d_dom,16)]
ReadSchema: struct<d_week_seq:int,d_year:int,d_moy:int,d_dom:int>

(132) ColumnarToRow [codegen id : 1]
Input [4]: [d_week_seq#28, d_year#11, d_moy#86, d_dom#87]

(133) Filter [codegen id : 1]
Input [4]: [d_week_seq#28, d_year#11, d_moy#86, d_dom#87]
Condition : (((((isnotnull(d_year#11) AND isnotnull(d_moy#86)) AND isnotnull(d_dom#87)) AND (d_year#11 = 1998)) AND (d_moy#86 = 12)) AND (d_dom#87 = 16))

(134) Project [codegen id : 1]
Output [1]: [d_week_seq#28]
Input [4]: [d_week_seq#28, d_year#11, d_moy#86, d_dom#87]


