/
explain.txt
906 lines (737 loc) · 44.7 KB
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explain.txt
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== Physical Plan ==
TakeOrderedAndProject (136)
+- Union (135)
:- * HashAggregate (80)
: +- Exchange (79)
: +- * HashAggregate (78)
: +- * Project (77)
: +- * SortMergeJoin Inner (76)
: :- * Project (58)
: : +- * BroadcastHashJoin Inner BuildRight (57)
: : :- SortMergeJoin LeftSemi (51)
: : : :- * Sort (33)
: : : : +- Exchange (32)
: : : : +- * Project (31)
: : : : +- SortMergeJoin LeftSemi (30)
: : : : :- * Sort (5)
: : : : : +- Exchange (4)
: : : : : +- * Filter (3)
: : : : : +- * ColumnarToRow (2)
: : : : : +- Scan parquet default.catalog_sales (1)
: : : : +- * Sort (29)
: : : : +- * Project (28)
: : : : +- * Filter (27)
: : : : +- * HashAggregate (26)
: : : : +- * HashAggregate (25)
: : : : +- * Project (24)
: : : : +- * SortMergeJoin Inner (23)
: : : : :- * Sort (17)
: : : : : +- Exchange (16)
: : : : : +- * Project (15)
: : : : : +- * BroadcastHashJoin Inner BuildRight (14)
: : : : : :- * Filter (8)
: : : : : : +- * ColumnarToRow (7)
: : : : : : +- Scan parquet default.store_sales (6)
: : : : : +- BroadcastExchange (13)
: : : : : +- * Project (12)
: : : : : +- * Filter (11)
: : : : : +- * ColumnarToRow (10)
: : : : : +- Scan parquet default.date_dim (9)
: : : : +- * Sort (22)
: : : : +- Exchange (21)
: : : : +- * Filter (20)
: : : : +- * ColumnarToRow (19)
: : : : +- Scan parquet default.item (18)
: : : +- * Sort (50)
: : : +- * Project (49)
: : : +- * Filter (48)
: : : +- * HashAggregate (47)
: : : +- * HashAggregate (46)
: : : +- * Project (45)
: : : +- * SortMergeJoin Inner (44)
: : : :- * Sort (38)
: : : : +- Exchange (37)
: : : : +- * Filter (36)
: : : : +- * ColumnarToRow (35)
: : : : +- Scan parquet default.store_sales (34)
: : : +- * Sort (43)
: : : +- Exchange (42)
: : : +- * Filter (41)
: : : +- * ColumnarToRow (40)
: : : +- Scan parquet default.customer (39)
: : +- BroadcastExchange (56)
: : +- * Project (55)
: : +- * Filter (54)
: : +- * ColumnarToRow (53)
: : +- Scan parquet default.date_dim (52)
: +- SortMergeJoin LeftSemi (75)
: :- * Sort (63)
: : +- Exchange (62)
: : +- * Filter (61)
: : +- * ColumnarToRow (60)
: : +- Scan parquet default.customer (59)
: +- * Sort (74)
: +- * Project (73)
: +- * Filter (72)
: +- * HashAggregate (71)
: +- * HashAggregate (70)
: +- * Project (69)
: +- * SortMergeJoin Inner (68)
: :- * Sort (65)
: : +- ReusedExchange (64)
: +- * Sort (67)
: +- ReusedExchange (66)
+- * HashAggregate (134)
+- Exchange (133)
+- * HashAggregate (132)
+- * Project (131)
+- * SortMergeJoin Inner (130)
:- * Project (115)
: +- * BroadcastHashJoin Inner BuildRight (114)
: :- SortMergeJoin LeftSemi (112)
: : :- * Sort (100)
: : : +- Exchange (99)
: : : +- * Project (98)
: : : +- SortMergeJoin LeftSemi (97)
: : : :- * Sort (85)
: : : : +- Exchange (84)
: : : : +- * Filter (83)
: : : : +- * ColumnarToRow (82)
: : : : +- Scan parquet default.web_sales (81)
: : : +- * Sort (96)
: : : +- * Project (95)
: : : +- * Filter (94)
: : : +- * HashAggregate (93)
: : : +- * HashAggregate (92)
: : : +- * Project (91)
: : : +- * SortMergeJoin Inner (90)
: : : :- * Sort (87)
: : : : +- ReusedExchange (86)
: : : +- * Sort (89)
: : : +- ReusedExchange (88)
: : +- * Sort (111)
: : +- * Project (110)
: : +- * Filter (109)
: : +- * HashAggregate (108)
: : +- * HashAggregate (107)
: : +- * Project (106)
: : +- * SortMergeJoin Inner (105)
: : :- * Sort (102)
: : : +- ReusedExchange (101)
: : +- * Sort (104)
: : +- ReusedExchange (103)
: +- ReusedExchange (113)
+- SortMergeJoin LeftSemi (129)
:- * Sort (117)
: +- ReusedExchange (116)
+- * Sort (128)
+- * Project (127)
+- * Filter (126)
+- * HashAggregate (125)
+- * HashAggregate (124)
+- * Project (123)
+- * SortMergeJoin Inner (122)
:- * Sort (119)
: +- ReusedExchange (118)
+- * Sort (121)
+- ReusedExchange (120)
(1) Scan parquet default.catalog_sales
Output [5]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_item_sk#3, cs_quantity#4, cs_list_price#5]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_sales]
PushedFilters: [IsNotNull(cs_bill_customer_sk), IsNotNull(cs_sold_date_sk)]
ReadSchema: struct<cs_sold_date_sk:int,cs_bill_customer_sk:int,cs_item_sk:int,cs_quantity:int,cs_list_price:decimal(7,2)>
(2) ColumnarToRow [codegen id : 1]
Input [5]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_item_sk#3, cs_quantity#4, cs_list_price#5]
(3) Filter [codegen id : 1]
Input [5]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_item_sk#3, cs_quantity#4, cs_list_price#5]
Condition : (isnotnull(cs_bill_customer_sk#2) AND isnotnull(cs_sold_date_sk#1))
(4) Exchange
Input [5]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_item_sk#3, cs_quantity#4, cs_list_price#5]
Arguments: hashpartitioning(cs_item_sk#3, 5), ENSURE_REQUIREMENTS, [id=#6]
(5) Sort [codegen id : 2]
Input [5]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_item_sk#3, cs_quantity#4, cs_list_price#5]
Arguments: [cs_item_sk#3 ASC NULLS FIRST], false, 0
(6) Scan parquet default.store_sales
Output [2]: [ss_sold_date_sk#7, ss_item_sk#8]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [IsNotNull(ss_sold_date_sk), IsNotNull(ss_item_sk)]
ReadSchema: struct<ss_sold_date_sk:int,ss_item_sk:int>
(7) ColumnarToRow [codegen id : 4]
Input [2]: [ss_sold_date_sk#7, ss_item_sk#8]
(8) Filter [codegen id : 4]
Input [2]: [ss_sold_date_sk#7, ss_item_sk#8]
Condition : (isnotnull(ss_sold_date_sk#7) AND isnotnull(ss_item_sk#8))
(9) Scan parquet default.date_dim
Output [3]: [d_date_sk#9, d_date#10, d_year#11]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [In(d_year, [2000,2001,2002,2003]), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_date:date,d_year:int>
(10) ColumnarToRow [codegen id : 3]
Input [3]: [d_date_sk#9, d_date#10, d_year#11]
(11) Filter [codegen id : 3]
Input [3]: [d_date_sk#9, d_date#10, d_year#11]
Condition : (d_year#11 IN (2000,2001,2002,2003) AND isnotnull(d_date_sk#9))
(12) Project [codegen id : 3]
Output [2]: [d_date_sk#9, d_date#10]
Input [3]: [d_date_sk#9, d_date#10, d_year#11]
(13) BroadcastExchange
Input [2]: [d_date_sk#9, d_date#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#12]
(14) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_sold_date_sk#7]
Right keys [1]: [d_date_sk#9]
Join condition: None
(15) Project [codegen id : 4]
Output [2]: [ss_item_sk#8, d_date#10]
Input [4]: [ss_sold_date_sk#7, ss_item_sk#8, d_date_sk#9, d_date#10]
(16) Exchange
Input [2]: [ss_item_sk#8, d_date#10]
Arguments: hashpartitioning(ss_item_sk#8, 5), ENSURE_REQUIREMENTS, [id=#13]
(17) Sort [codegen id : 5]
Input [2]: [ss_item_sk#8, d_date#10]
Arguments: [ss_item_sk#8 ASC NULLS FIRST], false, 0
(18) Scan parquet default.item
Output [2]: [i_item_sk#14, i_item_desc#15]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_item_sk)]
ReadSchema: struct<i_item_sk:int,i_item_desc:string>
(19) ColumnarToRow [codegen id : 6]
Input [2]: [i_item_sk#14, i_item_desc#15]
(20) Filter [codegen id : 6]
Input [2]: [i_item_sk#14, i_item_desc#15]
Condition : isnotnull(i_item_sk#14)
(21) Exchange
Input [2]: [i_item_sk#14, i_item_desc#15]
Arguments: hashpartitioning(i_item_sk#14, 5), ENSURE_REQUIREMENTS, [id=#16]
(22) Sort [codegen id : 7]
Input [2]: [i_item_sk#14, i_item_desc#15]
Arguments: [i_item_sk#14 ASC NULLS FIRST], false, 0
(23) SortMergeJoin [codegen id : 8]
Left keys [1]: [ss_item_sk#8]
Right keys [1]: [i_item_sk#14]
Join condition: None
(24) Project [codegen id : 8]
Output [3]: [d_date#10, i_item_sk#14, i_item_desc#15]
Input [4]: [ss_item_sk#8, d_date#10, i_item_sk#14, i_item_desc#15]
(25) HashAggregate [codegen id : 8]
Input [3]: [d_date#10, i_item_sk#14, i_item_desc#15]
Keys [3]: [substr(i_item_desc#15, 1, 30) AS substr(i_item_desc#15, 1, 30)#17, i_item_sk#14, d_date#10]
Functions [1]: [partial_count(1)]
Aggregate Attributes [1]: [count#18]
Results [4]: [substr(i_item_desc#15, 1, 30)#17, i_item_sk#14, d_date#10, count#19]
(26) HashAggregate [codegen id : 8]
Input [4]: [substr(i_item_desc#15, 1, 30)#17, i_item_sk#14, d_date#10, count#19]
Keys [3]: [substr(i_item_desc#15, 1, 30)#17, i_item_sk#14, d_date#10]
Functions [1]: [count(1)]
Aggregate Attributes [1]: [count(1)#20]
Results [2]: [i_item_sk#14 AS item_sk#21, count(1)#20 AS count(1)#22]
(27) Filter [codegen id : 8]
Input [2]: [item_sk#21, count(1)#22]
Condition : (count(1)#22 > 4)
(28) Project [codegen id : 8]
Output [1]: [item_sk#21]
Input [2]: [item_sk#21, count(1)#22]
(29) Sort [codegen id : 8]
Input [1]: [item_sk#21]
Arguments: [item_sk#21 ASC NULLS FIRST], false, 0
(30) SortMergeJoin
Left keys [1]: [cs_item_sk#3]
Right keys [1]: [item_sk#21]
Join condition: None
(31) Project [codegen id : 9]
Output [4]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_quantity#4, cs_list_price#5]
Input [5]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_item_sk#3, cs_quantity#4, cs_list_price#5]
(32) Exchange
Input [4]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_quantity#4, cs_list_price#5]
Arguments: hashpartitioning(cs_bill_customer_sk#2, 5), ENSURE_REQUIREMENTS, [id=#23]
(33) Sort [codegen id : 10]
Input [4]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_quantity#4, cs_list_price#5]
Arguments: [cs_bill_customer_sk#2 ASC NULLS FIRST], false, 0
(34) Scan parquet default.store_sales
Output [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [IsNotNull(ss_customer_sk)]
ReadSchema: struct<ss_customer_sk:int,ss_quantity:int,ss_sales_price:decimal(7,2)>
(35) ColumnarToRow [codegen id : 11]
Input [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
(36) Filter [codegen id : 11]
Input [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Condition : isnotnull(ss_customer_sk#24)
(37) Exchange
Input [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Arguments: hashpartitioning(ss_customer_sk#24, 5), ENSURE_REQUIREMENTS, [id=#27]
(38) Sort [codegen id : 12]
Input [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Arguments: [ss_customer_sk#24 ASC NULLS FIRST], false, 0
(39) Scan parquet default.customer
Output [1]: [c_customer_sk#28]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk)]
ReadSchema: struct<c_customer_sk:int>
(40) ColumnarToRow [codegen id : 13]
Input [1]: [c_customer_sk#28]
(41) Filter [codegen id : 13]
Input [1]: [c_customer_sk#28]
Condition : isnotnull(c_customer_sk#28)
(42) Exchange
Input [1]: [c_customer_sk#28]
Arguments: hashpartitioning(c_customer_sk#28, 5), ENSURE_REQUIREMENTS, [id=#29]
(43) Sort [codegen id : 14]
Input [1]: [c_customer_sk#28]
Arguments: [c_customer_sk#28 ASC NULLS FIRST], false, 0
(44) SortMergeJoin [codegen id : 15]
Left keys [1]: [ss_customer_sk#24]
Right keys [1]: [c_customer_sk#28]
Join condition: None
(45) Project [codegen id : 15]
Output [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Input [4]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
(46) HashAggregate [codegen id : 15]
Input [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Keys [1]: [c_customer_sk#28]
Functions [1]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#30, isEmpty#31]
Results [3]: [c_customer_sk#28, sum#32, isEmpty#33]
(47) HashAggregate [codegen id : 15]
Input [3]: [c_customer_sk#28, sum#32, isEmpty#33]
Keys [1]: [c_customer_sk#28]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#34]
Results [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#34 AS sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35]
(48) Filter [codegen id : 15]
Input [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35]
Condition : (isnotnull(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35) AND (cast(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35 as decimal(38,8)) > CheckOverflow((0.500000 * promote_precision(cast(Subquery scalar-subquery#36, [id=#37] as decimal(32,6)))), DecimalType(38,8), true)))
(49) Project [codegen id : 15]
Output [1]: [c_customer_sk#28]
Input [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35]
(50) Sort [codegen id : 15]
Input [1]: [c_customer_sk#28]
Arguments: [c_customer_sk#28 ASC NULLS FIRST], false, 0
(51) SortMergeJoin
Left keys [1]: [cs_bill_customer_sk#2]
Right keys [1]: [c_customer_sk#28]
Join condition: None
(52) Scan parquet default.date_dim
Output [3]: [d_date_sk#9, d_year#11, d_moy#38]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), EqualTo(d_year,2000), EqualTo(d_moy,2), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>
(53) ColumnarToRow [codegen id : 16]
Input [3]: [d_date_sk#9, d_year#11, d_moy#38]
(54) Filter [codegen id : 16]
Input [3]: [d_date_sk#9, d_year#11, d_moy#38]
Condition : ((((isnotnull(d_year#11) AND isnotnull(d_moy#38)) AND (d_year#11 = 2000)) AND (d_moy#38 = 2)) AND isnotnull(d_date_sk#9))
(55) Project [codegen id : 16]
Output [1]: [d_date_sk#9]
Input [3]: [d_date_sk#9, d_year#11, d_moy#38]
(56) BroadcastExchange
Input [1]: [d_date_sk#9]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#39]
(57) BroadcastHashJoin [codegen id : 17]
Left keys [1]: [cs_sold_date_sk#1]
Right keys [1]: [d_date_sk#9]
Join condition: None
(58) Project [codegen id : 17]
Output [3]: [cs_bill_customer_sk#2, cs_quantity#4, cs_list_price#5]
Input [5]: [cs_sold_date_sk#1, cs_bill_customer_sk#2, cs_quantity#4, cs_list_price#5, d_date_sk#9]
(59) Scan parquet default.customer
Output [3]: [c_customer_sk#28, c_first_name#40, c_last_name#41]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk)]
ReadSchema: struct<c_customer_sk:int,c_first_name:string,c_last_name:string>
(60) ColumnarToRow [codegen id : 18]
Input [3]: [c_customer_sk#28, c_first_name#40, c_last_name#41]
(61) Filter [codegen id : 18]
Input [3]: [c_customer_sk#28, c_first_name#40, c_last_name#41]
Condition : isnotnull(c_customer_sk#28)
(62) Exchange
Input [3]: [c_customer_sk#28, c_first_name#40, c_last_name#41]
Arguments: hashpartitioning(c_customer_sk#28, 5), ENSURE_REQUIREMENTS, [id=#42]
(63) Sort [codegen id : 19]
Input [3]: [c_customer_sk#28, c_first_name#40, c_last_name#41]
Arguments: [c_customer_sk#28 ASC NULLS FIRST], false, 0
(64) ReusedExchange [Reuses operator id: 37]
Output [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
(65) Sort [codegen id : 21]
Input [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Arguments: [ss_customer_sk#24 ASC NULLS FIRST], false, 0
(66) ReusedExchange [Reuses operator id: 42]
Output [1]: [c_customer_sk#28]
(67) Sort [codegen id : 23]
Input [1]: [c_customer_sk#28]
Arguments: [c_customer_sk#28 ASC NULLS FIRST], false, 0
(68) SortMergeJoin [codegen id : 24]
Left keys [1]: [ss_customer_sk#24]
Right keys [1]: [c_customer_sk#28]
Join condition: None
(69) Project [codegen id : 24]
Output [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Input [4]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
(70) HashAggregate [codegen id : 24]
Input [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Keys [1]: [c_customer_sk#28]
Functions [1]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#30, isEmpty#31]
Results [3]: [c_customer_sk#28, sum#32, isEmpty#33]
(71) HashAggregate [codegen id : 24]
Input [3]: [c_customer_sk#28, sum#32, isEmpty#33]
Keys [1]: [c_customer_sk#28]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#34]
Results [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#34 AS sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35]
(72) Filter [codegen id : 24]
Input [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35]
Condition : (isnotnull(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35) AND (cast(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35 as decimal(38,8)) > CheckOverflow((0.500000 * promote_precision(cast(ReusedSubquery Subquery scalar-subquery#36, [id=#37] as decimal(32,6)))), DecimalType(38,8), true)))
(73) Project [codegen id : 24]
Output [1]: [c_customer_sk#28 AS c_customer_sk#28#43]
Input [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#35]
(74) Sort [codegen id : 24]
Input [1]: [c_customer_sk#28#43]
Arguments: [c_customer_sk#28#43 ASC NULLS FIRST], false, 0
(75) SortMergeJoin
Left keys [1]: [c_customer_sk#28]
Right keys [1]: [c_customer_sk#28#43]
Join condition: None
(76) SortMergeJoin [codegen id : 25]
Left keys [1]: [cs_bill_customer_sk#2]
Right keys [1]: [c_customer_sk#28]
Join condition: None
(77) Project [codegen id : 25]
Output [4]: [cs_quantity#4, cs_list_price#5, c_first_name#40, c_last_name#41]
Input [6]: [cs_bill_customer_sk#2, cs_quantity#4, cs_list_price#5, c_customer_sk#28, c_first_name#40, c_last_name#41]
(78) HashAggregate [codegen id : 25]
Input [4]: [cs_quantity#4, cs_list_price#5, c_first_name#40, c_last_name#41]
Keys [2]: [c_last_name#41, c_first_name#40]
Functions [1]: [partial_sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#4 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#5 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#44, isEmpty#45]
Results [4]: [c_last_name#41, c_first_name#40, sum#46, isEmpty#47]
(79) Exchange
Input [4]: [c_last_name#41, c_first_name#40, sum#46, isEmpty#47]
Arguments: hashpartitioning(c_last_name#41, c_first_name#40, 5), ENSURE_REQUIREMENTS, [id=#48]
(80) HashAggregate [codegen id : 26]
Input [4]: [c_last_name#41, c_first_name#40, sum#46, isEmpty#47]
Keys [2]: [c_last_name#41, c_first_name#40]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#4 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#5 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#4 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#5 as decimal(12,2)))), DecimalType(18,2), true))#49]
Results [3]: [c_last_name#41, c_first_name#40, sum(CheckOverflow((promote_precision(cast(cast(cs_quantity#4 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#5 as decimal(12,2)))), DecimalType(18,2), true))#49 AS sales#50]
(81) Scan parquet default.web_sales
Output [5]: [ws_sold_date_sk#51, ws_item_sk#52, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
PushedFilters: [IsNotNull(ws_bill_customer_sk), IsNotNull(ws_sold_date_sk)]
ReadSchema: struct<ws_sold_date_sk:int,ws_item_sk:int,ws_bill_customer_sk:int,ws_quantity:int,ws_list_price:decimal(7,2)>
(82) ColumnarToRow [codegen id : 27]
Input [5]: [ws_sold_date_sk#51, ws_item_sk#52, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
(83) Filter [codegen id : 27]
Input [5]: [ws_sold_date_sk#51, ws_item_sk#52, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
Condition : (isnotnull(ws_bill_customer_sk#53) AND isnotnull(ws_sold_date_sk#51))
(84) Exchange
Input [5]: [ws_sold_date_sk#51, ws_item_sk#52, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
Arguments: hashpartitioning(ws_item_sk#52, 5), ENSURE_REQUIREMENTS, [id=#56]
(85) Sort [codegen id : 28]
Input [5]: [ws_sold_date_sk#51, ws_item_sk#52, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
Arguments: [ws_item_sk#52 ASC NULLS FIRST], false, 0
(86) ReusedExchange [Reuses operator id: 16]
Output [2]: [ss_item_sk#8, d_date#10]
(87) Sort [codegen id : 31]
Input [2]: [ss_item_sk#8, d_date#10]
Arguments: [ss_item_sk#8 ASC NULLS FIRST], false, 0
(88) ReusedExchange [Reuses operator id: 21]
Output [2]: [i_item_sk#14, i_item_desc#15]
(89) Sort [codegen id : 33]
Input [2]: [i_item_sk#14, i_item_desc#15]
Arguments: [i_item_sk#14 ASC NULLS FIRST], false, 0
(90) SortMergeJoin [codegen id : 34]
Left keys [1]: [ss_item_sk#8]
Right keys [1]: [i_item_sk#14]
Join condition: None
(91) Project [codegen id : 34]
Output [3]: [d_date#10, i_item_sk#14, i_item_desc#15]
Input [4]: [ss_item_sk#8, d_date#10, i_item_sk#14, i_item_desc#15]
(92) HashAggregate [codegen id : 34]
Input [3]: [d_date#10, i_item_sk#14, i_item_desc#15]
Keys [3]: [substr(i_item_desc#15, 1, 30) AS substr(i_item_desc#15, 1, 30)#57, i_item_sk#14, d_date#10]
Functions [1]: [partial_count(1)]
Aggregate Attributes [1]: [count#58]
Results [4]: [substr(i_item_desc#15, 1, 30)#57, i_item_sk#14, d_date#10, count#59]
(93) HashAggregate [codegen id : 34]
Input [4]: [substr(i_item_desc#15, 1, 30)#57, i_item_sk#14, d_date#10, count#59]
Keys [3]: [substr(i_item_desc#15, 1, 30)#57, i_item_sk#14, d_date#10]
Functions [1]: [count(1)]
Aggregate Attributes [1]: [count(1)#60]
Results [2]: [i_item_sk#14 AS item_sk#21, count(1)#60 AS count(1)#61]
(94) Filter [codegen id : 34]
Input [2]: [item_sk#21, count(1)#61]
Condition : (count(1)#61 > 4)
(95) Project [codegen id : 34]
Output [1]: [item_sk#21]
Input [2]: [item_sk#21, count(1)#61]
(96) Sort [codegen id : 34]
Input [1]: [item_sk#21]
Arguments: [item_sk#21 ASC NULLS FIRST], false, 0
(97) SortMergeJoin
Left keys [1]: [ws_item_sk#52]
Right keys [1]: [item_sk#21]
Join condition: None
(98) Project [codegen id : 35]
Output [4]: [ws_sold_date_sk#51, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
Input [5]: [ws_sold_date_sk#51, ws_item_sk#52, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
(99) Exchange
Input [4]: [ws_sold_date_sk#51, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
Arguments: hashpartitioning(ws_bill_customer_sk#53, 5), ENSURE_REQUIREMENTS, [id=#62]
(100) Sort [codegen id : 36]
Input [4]: [ws_sold_date_sk#51, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
Arguments: [ws_bill_customer_sk#53 ASC NULLS FIRST], false, 0
(101) ReusedExchange [Reuses operator id: 37]
Output [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
(102) Sort [codegen id : 38]
Input [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Arguments: [ss_customer_sk#24 ASC NULLS FIRST], false, 0
(103) ReusedExchange [Reuses operator id: 42]
Output [1]: [c_customer_sk#28]
(104) Sort [codegen id : 40]
Input [1]: [c_customer_sk#28]
Arguments: [c_customer_sk#28 ASC NULLS FIRST], false, 0
(105) SortMergeJoin [codegen id : 41]
Left keys [1]: [ss_customer_sk#24]
Right keys [1]: [c_customer_sk#28]
Join condition: None
(106) Project [codegen id : 41]
Output [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Input [4]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
(107) HashAggregate [codegen id : 41]
Input [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Keys [1]: [c_customer_sk#28]
Functions [1]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#63, isEmpty#64]
Results [3]: [c_customer_sk#28, sum#65, isEmpty#66]
(108) HashAggregate [codegen id : 41]
Input [3]: [c_customer_sk#28, sum#65, isEmpty#66]
Keys [1]: [c_customer_sk#28]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#67]
Results [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#67 AS sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68]
(109) Filter [codegen id : 41]
Input [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68]
Condition : (isnotnull(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68) AND (cast(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68 as decimal(38,8)) > CheckOverflow((0.500000 * promote_precision(cast(ReusedSubquery Subquery scalar-subquery#36, [id=#37] as decimal(32,6)))), DecimalType(38,8), true)))
(110) Project [codegen id : 41]
Output [1]: [c_customer_sk#28]
Input [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68]
(111) Sort [codegen id : 41]
Input [1]: [c_customer_sk#28]
Arguments: [c_customer_sk#28 ASC NULLS FIRST], false, 0
(112) SortMergeJoin
Left keys [1]: [ws_bill_customer_sk#53]
Right keys [1]: [c_customer_sk#28]
Join condition: None
(113) ReusedExchange [Reuses operator id: 56]
Output [1]: [d_date_sk#9]
(114) BroadcastHashJoin [codegen id : 43]
Left keys [1]: [ws_sold_date_sk#51]
Right keys [1]: [d_date_sk#9]
Join condition: None
(115) Project [codegen id : 43]
Output [3]: [ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55]
Input [5]: [ws_sold_date_sk#51, ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55, d_date_sk#9]
(116) ReusedExchange [Reuses operator id: 62]
Output [3]: [c_customer_sk#28, c_first_name#40, c_last_name#41]
(117) Sort [codegen id : 45]
Input [3]: [c_customer_sk#28, c_first_name#40, c_last_name#41]
Arguments: [c_customer_sk#28 ASC NULLS FIRST], false, 0
(118) ReusedExchange [Reuses operator id: 37]
Output [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
(119) Sort [codegen id : 47]
Input [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Arguments: [ss_customer_sk#24 ASC NULLS FIRST], false, 0
(120) ReusedExchange [Reuses operator id: 42]
Output [1]: [c_customer_sk#28]
(121) Sort [codegen id : 49]
Input [1]: [c_customer_sk#28]
Arguments: [c_customer_sk#28 ASC NULLS FIRST], false, 0
(122) SortMergeJoin [codegen id : 50]
Left keys [1]: [ss_customer_sk#24]
Right keys [1]: [c_customer_sk#28]
Join condition: None
(123) Project [codegen id : 50]
Output [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Input [4]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
(124) HashAggregate [codegen id : 50]
Input [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Keys [1]: [c_customer_sk#28]
Functions [1]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#63, isEmpty#64]
Results [3]: [c_customer_sk#28, sum#65, isEmpty#66]
(125) HashAggregate [codegen id : 50]
Input [3]: [c_customer_sk#28, sum#65, isEmpty#66]
Keys [1]: [c_customer_sk#28]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#67]
Results [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#67 AS sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68]
(126) Filter [codegen id : 50]
Input [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68]
Condition : (isnotnull(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68) AND (cast(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68 as decimal(38,8)) > CheckOverflow((0.500000 * promote_precision(cast(ReusedSubquery Subquery scalar-subquery#36, [id=#37] as decimal(32,6)))), DecimalType(38,8), true)))
(127) Project [codegen id : 50]
Output [1]: [c_customer_sk#28 AS c_customer_sk#28#69]
Input [2]: [c_customer_sk#28, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#68]
(128) Sort [codegen id : 50]
Input [1]: [c_customer_sk#28#69]
Arguments: [c_customer_sk#28#69 ASC NULLS FIRST], false, 0
(129) SortMergeJoin
Left keys [1]: [c_customer_sk#28]
Right keys [1]: [c_customer_sk#28#69]
Join condition: None
(130) SortMergeJoin [codegen id : 51]
Left keys [1]: [ws_bill_customer_sk#53]
Right keys [1]: [c_customer_sk#28]
Join condition: None
(131) Project [codegen id : 51]
Output [4]: [ws_quantity#54, ws_list_price#55, c_first_name#40, c_last_name#41]
Input [6]: [ws_bill_customer_sk#53, ws_quantity#54, ws_list_price#55, c_customer_sk#28, c_first_name#40, c_last_name#41]
(132) HashAggregate [codegen id : 51]
Input [4]: [ws_quantity#54, ws_list_price#55, c_first_name#40, c_last_name#41]
Keys [2]: [c_last_name#41, c_first_name#40]
Functions [1]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#54 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#55 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#70, isEmpty#71]
Results [4]: [c_last_name#41, c_first_name#40, sum#72, isEmpty#73]
(133) Exchange
Input [4]: [c_last_name#41, c_first_name#40, sum#72, isEmpty#73]
Arguments: hashpartitioning(c_last_name#41, c_first_name#40, 5), ENSURE_REQUIREMENTS, [id=#74]
(134) HashAggregate [codegen id : 52]
Input [4]: [c_last_name#41, c_first_name#40, sum#72, isEmpty#73]
Keys [2]: [c_last_name#41, c_first_name#40]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#54 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#55 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#54 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#55 as decimal(12,2)))), DecimalType(18,2), true))#75]
Results [3]: [c_last_name#41, c_first_name#40, sum(CheckOverflow((promote_precision(cast(cast(ws_quantity#54 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#55 as decimal(12,2)))), DecimalType(18,2), true))#75 AS sales#76]
(135) Union
(136) TakeOrderedAndProject
Input [3]: [c_last_name#41, c_first_name#40, sales#50]
Arguments: 100, [c_last_name#41 ASC NULLS FIRST, c_first_name#40 ASC NULLS FIRST, sales#50 ASC NULLS FIRST], [c_last_name#41, c_first_name#40, sales#50]
===== Subqueries =====
Subquery:1 Hosting operator id = 48 Hosting Expression = Subquery scalar-subquery#36, [id=#37]
* HashAggregate (160)
+- Exchange (159)
+- * HashAggregate (158)
+- * HashAggregate (157)
+- * HashAggregate (156)
+- * Project (155)
+- * SortMergeJoin Inner (154)
:- * Sort (148)
: +- Exchange (147)
: +- * Project (146)
: +- * BroadcastHashJoin Inner BuildRight (145)
: :- * Filter (139)
: : +- * ColumnarToRow (138)
: : +- Scan parquet default.store_sales (137)
: +- BroadcastExchange (144)
: +- * Project (143)
: +- * Filter (142)
: +- * ColumnarToRow (141)
: +- Scan parquet default.date_dim (140)
+- * Sort (153)
+- Exchange (152)
+- * Filter (151)
+- * ColumnarToRow (150)
+- Scan parquet default.customer (149)
(137) Scan parquet default.store_sales
Output [4]: [ss_sold_date_sk#7, ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [IsNotNull(ss_customer_sk), IsNotNull(ss_sold_date_sk)]
ReadSchema: struct<ss_sold_date_sk:int,ss_customer_sk:int,ss_quantity:int,ss_sales_price:decimal(7,2)>
(138) ColumnarToRow [codegen id : 2]
Input [4]: [ss_sold_date_sk#7, ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
(139) Filter [codegen id : 2]
Input [4]: [ss_sold_date_sk#7, ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Condition : (isnotnull(ss_customer_sk#24) AND isnotnull(ss_sold_date_sk#7))
(140) Scan parquet default.date_dim
Output [2]: [d_date_sk#9, d_year#11]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [In(d_year, [2000,2001,2002,2003]), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int>
(141) ColumnarToRow [codegen id : 1]
Input [2]: [d_date_sk#9, d_year#11]
(142) Filter [codegen id : 1]
Input [2]: [d_date_sk#9, d_year#11]
Condition : (d_year#11 IN (2000,2001,2002,2003) AND isnotnull(d_date_sk#9))
(143) Project [codegen id : 1]
Output [1]: [d_date_sk#9]
Input [2]: [d_date_sk#9, d_year#11]
(144) BroadcastExchange
Input [1]: [d_date_sk#9]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#77]
(145) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [ss_sold_date_sk#7]
Right keys [1]: [d_date_sk#9]
Join condition: None
(146) Project [codegen id : 2]
Output [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Input [5]: [ss_sold_date_sk#7, ss_customer_sk#24, ss_quantity#25, ss_sales_price#26, d_date_sk#9]
(147) Exchange
Input [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Arguments: hashpartitioning(ss_customer_sk#24, 5), ENSURE_REQUIREMENTS, [id=#78]
(148) Sort [codegen id : 3]
Input [3]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26]
Arguments: [ss_customer_sk#24 ASC NULLS FIRST], false, 0
(149) Scan parquet default.customer
Output [1]: [c_customer_sk#28]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk)]
ReadSchema: struct<c_customer_sk:int>
(150) ColumnarToRow [codegen id : 4]
Input [1]: [c_customer_sk#28]
(151) Filter [codegen id : 4]
Input [1]: [c_customer_sk#28]
Condition : isnotnull(c_customer_sk#28)
(152) Exchange
Input [1]: [c_customer_sk#28]
Arguments: hashpartitioning(c_customer_sk#28, 5), ENSURE_REQUIREMENTS, [id=#79]
(153) Sort [codegen id : 5]
Input [1]: [c_customer_sk#28]
Arguments: [c_customer_sk#28 ASC NULLS FIRST], false, 0
(154) SortMergeJoin [codegen id : 6]
Left keys [1]: [ss_customer_sk#24]
Right keys [1]: [c_customer_sk#28]
Join condition: None
(155) Project [codegen id : 6]
Output [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Input [4]: [ss_customer_sk#24, ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
(156) HashAggregate [codegen id : 6]
Input [3]: [ss_quantity#25, ss_sales_price#26, c_customer_sk#28]
Keys [1]: [c_customer_sk#28]
Functions [1]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#80, isEmpty#81]
Results [3]: [c_customer_sk#28, sum#82, isEmpty#83]
(157) HashAggregate [codegen id : 6]
Input [3]: [c_customer_sk#28, sum#82, isEmpty#83]
Keys [1]: [c_customer_sk#28]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#84]
Results [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#25 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#26 as decimal(12,2)))), DecimalType(18,2), true))#84 AS csales#85]
(158) HashAggregate [codegen id : 6]
Input [1]: [csales#85]
Keys: []
Functions [1]: [partial_max(csales#85)]
Aggregate Attributes [1]: [max#86]
Results [1]: [max#87]
(159) Exchange
Input [1]: [max#87]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#88]
(160) HashAggregate [codegen id : 7]
Input [1]: [max#87]
Keys: []
Functions [1]: [max(csales#85)]
Aggregate Attributes [1]: [max(csales#85)#89]
Results [1]: [max(csales#85)#89 AS tpcds_cmax#90]
Subquery:2 Hosting operator id = 72 Hosting Expression = ReusedSubquery Subquery scalar-subquery#36, [id=#37]
Subquery:3 Hosting operator id = 109 Hosting Expression = ReusedSubquery Subquery scalar-subquery#36, [id=#37]
Subquery:4 Hosting operator id = 126 Hosting Expression = ReusedSubquery Subquery scalar-subquery#36, [id=#37]