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explain.txt
577 lines (464 loc) · 26.2 KB
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explain.txt
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== Physical Plan ==
* HashAggregate (74)
+- Exchange (73)
+- * HashAggregate (72)
+- Union (71)
:- * Project (53)
: +- * BroadcastHashJoin Inner BuildRight (52)
: :- * Project (46)
: : +- SortMergeJoin LeftSemi (45)
: : :- * Sort (28)
: : : +- Exchange (27)
: : : +- * Project (26)
: : : +- * BroadcastHashJoin LeftSemi BuildRight (25)
: : : :- * ColumnarToRow (2)
: : : : +- Scan parquet default.catalog_sales (1)
: : : +- BroadcastExchange (24)
: : : +- * Project (23)
: : : +- * Filter (22)
: : : +- * HashAggregate (21)
: : : +- Exchange (20)
: : : +- * HashAggregate (19)
: : : +- * Project (18)
: : : +- * BroadcastHashJoin Inner BuildRight (17)
: : : :- * Project (12)
: : : : +- * BroadcastHashJoin Inner BuildRight (11)
: : : : :- * Filter (5)
: : : : : +- * ColumnarToRow (4)
: : : : : +- Scan parquet default.store_sales (3)
: : : : +- BroadcastExchange (10)
: : : : +- * Project (9)
: : : : +- * Filter (8)
: : : : +- * ColumnarToRow (7)
: : : : +- Scan parquet default.date_dim (6)
: : : +- BroadcastExchange (16)
: : : +- * Filter (15)
: : : +- * ColumnarToRow (14)
: : : +- Scan parquet default.item (13)
: : +- * Sort (44)
: : +- * Project (43)
: : +- * Filter (42)
: : +- * HashAggregate (41)
: : +- Exchange (40)
: : +- * HashAggregate (39)
: : +- * Project (38)
: : +- * BroadcastHashJoin Inner BuildRight (37)
: : :- * Project (32)
: : : +- * Filter (31)
: : : +- * ColumnarToRow (30)
: : : +- Scan parquet default.store_sales (29)
: : +- BroadcastExchange (36)
: : +- * Filter (35)
: : +- * ColumnarToRow (34)
: : +- Scan parquet default.customer (33)
: +- BroadcastExchange (51)
: +- * Project (50)
: +- * Filter (49)
: +- * ColumnarToRow (48)
: +- Scan parquet default.date_dim (47)
+- * Project (70)
+- * BroadcastHashJoin Inner BuildRight (69)
:- * Project (67)
: +- SortMergeJoin LeftSemi (66)
: :- * Sort (60)
: : +- Exchange (59)
: : +- * Project (58)
: : +- * BroadcastHashJoin LeftSemi BuildRight (57)
: : :- * ColumnarToRow (55)
: : : +- Scan parquet default.web_sales (54)
: : +- ReusedExchange (56)
: +- * Sort (65)
: +- * Project (64)
: +- * Filter (63)
: +- * HashAggregate (62)
: +- ReusedExchange (61)
+- ReusedExchange (68)
(1) Scan parquet default.catalog_sales
Output [5]: [cs_bill_customer_sk#1, cs_item_sk#2, cs_quantity#3, cs_list_price#4, cs_sold_date_sk#5]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#5), dynamicpruningexpression(cs_sold_date_sk#5 IN dynamicpruning#6)]
ReadSchema: struct<cs_bill_customer_sk:int,cs_item_sk:int,cs_quantity:int,cs_list_price:decimal(7,2)>
(2) ColumnarToRow [codegen id : 5]
Input [5]: [cs_bill_customer_sk#1, cs_item_sk#2, cs_quantity#3, cs_list_price#4, cs_sold_date_sk#5]
(3) Scan parquet default.store_sales
Output [2]: [ss_item_sk#7, ss_sold_date_sk#8]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#8), dynamicpruningexpression(ss_sold_date_sk#8 IN dynamicpruning#9)]
PushedFilters: [IsNotNull(ss_item_sk)]
ReadSchema: struct<ss_item_sk:int>
(4) ColumnarToRow [codegen id : 3]
Input [2]: [ss_item_sk#7, ss_sold_date_sk#8]
(5) Filter [codegen id : 3]
Input [2]: [ss_item_sk#7, ss_sold_date_sk#8]
Condition : isnotnull(ss_item_sk#7)
(6) Scan parquet default.date_dim
Output [3]: [d_date_sk#10, d_date#11, d_year#12]
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>
(7) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#10, d_date#11, d_year#12]
(8) Filter [codegen id : 1]
Input [3]: [d_date_sk#10, d_date#11, d_year#12]
Condition : (d_year#12 IN (2000,2001,2002,2003) AND isnotnull(d_date_sk#10))
(9) Project [codegen id : 1]
Output [2]: [d_date_sk#10, d_date#11]
Input [3]: [d_date_sk#10, d_date#11, d_year#12]
(10) BroadcastExchange
Input [2]: [d_date_sk#10, d_date#11]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#13]
(11) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [ss_sold_date_sk#8]
Right keys [1]: [d_date_sk#10]
Join condition: None
(12) Project [codegen id : 3]
Output [2]: [ss_item_sk#7, d_date#11]
Input [4]: [ss_item_sk#7, ss_sold_date_sk#8, d_date_sk#10, d_date#11]
(13) 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>
(14) ColumnarToRow [codegen id : 2]
Input [2]: [i_item_sk#14, i_item_desc#15]
(15) Filter [codegen id : 2]
Input [2]: [i_item_sk#14, i_item_desc#15]
Condition : isnotnull(i_item_sk#14)
(16) BroadcastExchange
Input [2]: [i_item_sk#14, i_item_desc#15]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#16]
(17) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [ss_item_sk#7]
Right keys [1]: [i_item_sk#14]
Join condition: None
(18) Project [codegen id : 3]
Output [3]: [d_date#11, i_item_sk#14, i_item_desc#15]
Input [4]: [ss_item_sk#7, d_date#11, i_item_sk#14, i_item_desc#15]
(19) HashAggregate [codegen id : 3]
Input [3]: [d_date#11, 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#11]
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#11, count#19]
(20) Exchange
Input [4]: [substr(i_item_desc#15, 1, 30)#17, i_item_sk#14, d_date#11, count#19]
Arguments: hashpartitioning(substr(i_item_desc#15, 1, 30)#17, i_item_sk#14, d_date#11, 5), ENSURE_REQUIREMENTS, [id=#20]
(21) HashAggregate [codegen id : 4]
Input [4]: [substr(i_item_desc#15, 1, 30)#17, i_item_sk#14, d_date#11, count#19]
Keys [3]: [substr(i_item_desc#15, 1, 30)#17, i_item_sk#14, d_date#11]
Functions [1]: [count(1)]
Aggregate Attributes [1]: [count(1)#21]
Results [2]: [i_item_sk#14 AS item_sk#22, count(1)#21 AS count(1)#23]
(22) Filter [codegen id : 4]
Input [2]: [item_sk#22, count(1)#23]
Condition : (count(1)#23 > 4)
(23) Project [codegen id : 4]
Output [1]: [item_sk#22]
Input [2]: [item_sk#22, count(1)#23]
(24) BroadcastExchange
Input [1]: [item_sk#22]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#24]
(25) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [cs_item_sk#2]
Right keys [1]: [item_sk#22]
Join condition: None
(26) Project [codegen id : 5]
Output [4]: [cs_bill_customer_sk#1, cs_quantity#3, cs_list_price#4, cs_sold_date_sk#5]
Input [5]: [cs_bill_customer_sk#1, cs_item_sk#2, cs_quantity#3, cs_list_price#4, cs_sold_date_sk#5]
(27) Exchange
Input [4]: [cs_bill_customer_sk#1, cs_quantity#3, cs_list_price#4, cs_sold_date_sk#5]
Arguments: hashpartitioning(cs_bill_customer_sk#1, 5), ENSURE_REQUIREMENTS, [id=#25]
(28) Sort [codegen id : 6]
Input [4]: [cs_bill_customer_sk#1, cs_quantity#3, cs_list_price#4, cs_sold_date_sk#5]
Arguments: [cs_bill_customer_sk#1 ASC NULLS FIRST], false, 0
(29) Scan parquet default.store_sales
Output [4]: [ss_customer_sk#26, ss_quantity#27, ss_sales_price#28, ss_sold_date_sk#29]
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)>
(30) ColumnarToRow [codegen id : 8]
Input [4]: [ss_customer_sk#26, ss_quantity#27, ss_sales_price#28, ss_sold_date_sk#29]
(31) Filter [codegen id : 8]
Input [4]: [ss_customer_sk#26, ss_quantity#27, ss_sales_price#28, ss_sold_date_sk#29]
Condition : isnotnull(ss_customer_sk#26)
(32) Project [codegen id : 8]
Output [3]: [ss_customer_sk#26, ss_quantity#27, ss_sales_price#28]
Input [4]: [ss_customer_sk#26, ss_quantity#27, ss_sales_price#28, ss_sold_date_sk#29]
(33) Scan parquet default.customer
Output [1]: [c_customer_sk#30]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk)]
ReadSchema: struct<c_customer_sk:int>
(34) ColumnarToRow [codegen id : 7]
Input [1]: [c_customer_sk#30]
(35) Filter [codegen id : 7]
Input [1]: [c_customer_sk#30]
Condition : isnotnull(c_customer_sk#30)
(36) BroadcastExchange
Input [1]: [c_customer_sk#30]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#31]
(37) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [ss_customer_sk#26]
Right keys [1]: [c_customer_sk#30]
Join condition: None
(38) Project [codegen id : 8]
Output [3]: [ss_quantity#27, ss_sales_price#28, c_customer_sk#30]
Input [4]: [ss_customer_sk#26, ss_quantity#27, ss_sales_price#28, c_customer_sk#30]
(39) HashAggregate [codegen id : 8]
Input [3]: [ss_quantity#27, ss_sales_price#28, c_customer_sk#30]
Keys [1]: [c_customer_sk#30]
Functions [1]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#27 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#28 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#32, isEmpty#33]
Results [3]: [c_customer_sk#30, sum#34, isEmpty#35]
(40) Exchange
Input [3]: [c_customer_sk#30, sum#34, isEmpty#35]
Arguments: hashpartitioning(c_customer_sk#30, 5), ENSURE_REQUIREMENTS, [id=#36]
(41) HashAggregate [codegen id : 9]
Input [3]: [c_customer_sk#30, sum#34, isEmpty#35]
Keys [1]: [c_customer_sk#30]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#27 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#28 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#27 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#28 as decimal(12,2)))), DecimalType(18,2), true))#37]
Results [2]: [c_customer_sk#30, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#27 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#28 as decimal(12,2)))), DecimalType(18,2), true))#37 AS sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#40]
(42) Filter [codegen id : 9]
Input [2]: [c_customer_sk#30, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#40]
Condition : (isnotnull(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#40) AND (cast(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#40 as decimal(38,8)) > CheckOverflow((0.500000 * promote_precision(cast(Subquery scalar-subquery#41, [id=#42] as decimal(32,6)))), DecimalType(38,8), true)))
(43) Project [codegen id : 9]
Output [1]: [c_customer_sk#30]
Input [2]: [c_customer_sk#30, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#40]
(44) Sort [codegen id : 9]
Input [1]: [c_customer_sk#30]
Arguments: [c_customer_sk#30 ASC NULLS FIRST], false, 0
(45) SortMergeJoin
Left keys [1]: [cs_bill_customer_sk#1]
Right keys [1]: [c_customer_sk#30]
Join condition: None
(46) Project [codegen id : 11]
Output [3]: [cs_quantity#3, cs_list_price#4, cs_sold_date_sk#5]
Input [4]: [cs_bill_customer_sk#1, cs_quantity#3, cs_list_price#4, cs_sold_date_sk#5]
(47) Scan parquet default.date_dim
Output [3]: [d_date_sk#43, d_year#44, d_moy#45]
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>
(48) ColumnarToRow [codegen id : 10]
Input [3]: [d_date_sk#43, d_year#44, d_moy#45]
(49) Filter [codegen id : 10]
Input [3]: [d_date_sk#43, d_year#44, d_moy#45]
Condition : ((((isnotnull(d_year#44) AND isnotnull(d_moy#45)) AND (d_year#44 = 2000)) AND (d_moy#45 = 2)) AND isnotnull(d_date_sk#43))
(50) Project [codegen id : 10]
Output [1]: [d_date_sk#43]
Input [3]: [d_date_sk#43, d_year#44, d_moy#45]
(51) BroadcastExchange
Input [1]: [d_date_sk#43]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#46]
(52) BroadcastHashJoin [codegen id : 11]
Left keys [1]: [cs_sold_date_sk#5]
Right keys [1]: [d_date_sk#43]
Join condition: None
(53) Project [codegen id : 11]
Output [1]: [CheckOverflow((promote_precision(cast(cast(cs_quantity#3 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(cs_list_price#4 as decimal(12,2)))), DecimalType(18,2), true) AS sales#47]
Input [4]: [cs_quantity#3, cs_list_price#4, cs_sold_date_sk#5, d_date_sk#43]
(54) Scan parquet default.web_sales
Output [5]: [ws_item_sk#48, ws_bill_customer_sk#49, ws_quantity#50, ws_list_price#51, ws_sold_date_sk#52]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#52), dynamicpruningexpression(ws_sold_date_sk#52 IN dynamicpruning#6)]
ReadSchema: struct<ws_item_sk:int,ws_bill_customer_sk:int,ws_quantity:int,ws_list_price:decimal(7,2)>
(55) ColumnarToRow [codegen id : 16]
Input [5]: [ws_item_sk#48, ws_bill_customer_sk#49, ws_quantity#50, ws_list_price#51, ws_sold_date_sk#52]
(56) ReusedExchange [Reuses operator id: unknown]
Output [1]: [item_sk#22]
(57) BroadcastHashJoin [codegen id : 16]
Left keys [1]: [ws_item_sk#48]
Right keys [1]: [item_sk#22]
Join condition: None
(58) Project [codegen id : 16]
Output [4]: [ws_bill_customer_sk#49, ws_quantity#50, ws_list_price#51, ws_sold_date_sk#52]
Input [5]: [ws_item_sk#48, ws_bill_customer_sk#49, ws_quantity#50, ws_list_price#51, ws_sold_date_sk#52]
(59) Exchange
Input [4]: [ws_bill_customer_sk#49, ws_quantity#50, ws_list_price#51, ws_sold_date_sk#52]
Arguments: hashpartitioning(ws_bill_customer_sk#49, 5), ENSURE_REQUIREMENTS, [id=#53]
(60) Sort [codegen id : 17]
Input [4]: [ws_bill_customer_sk#49, ws_quantity#50, ws_list_price#51, ws_sold_date_sk#52]
Arguments: [ws_bill_customer_sk#49 ASC NULLS FIRST], false, 0
(61) ReusedExchange [Reuses operator id: 40]
Output [3]: [c_customer_sk#54, sum#55, isEmpty#56]
(62) HashAggregate [codegen id : 20]
Input [3]: [c_customer_sk#54, sum#55, isEmpty#56]
Keys [1]: [c_customer_sk#54]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#57 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#58 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#57 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#58 as decimal(12,2)))), DecimalType(18,2), true))#59]
Results [2]: [c_customer_sk#54, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#57 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#58 as decimal(12,2)))), DecimalType(18,2), true))#59 AS sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#60]
(63) Filter [codegen id : 20]
Input [2]: [c_customer_sk#54, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#60]
Condition : (isnotnull(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#60) AND (cast(sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#60 as decimal(38,8)) > CheckOverflow((0.500000 * promote_precision(cast(ReusedSubquery Subquery scalar-subquery#41, [id=#42] as decimal(32,6)))), DecimalType(38,8), true)))
(64) Project [codegen id : 20]
Output [1]: [c_customer_sk#54]
Input [2]: [c_customer_sk#54, sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#38 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#39 as decimal(12,2)))), DecimalType(18,2), true))#60]
(65) Sort [codegen id : 20]
Input [1]: [c_customer_sk#54]
Arguments: [c_customer_sk#54 ASC NULLS FIRST], false, 0
(66) SortMergeJoin
Left keys [1]: [ws_bill_customer_sk#49]
Right keys [1]: [c_customer_sk#54]
Join condition: None
(67) Project [codegen id : 22]
Output [3]: [ws_quantity#50, ws_list_price#51, ws_sold_date_sk#52]
Input [4]: [ws_bill_customer_sk#49, ws_quantity#50, ws_list_price#51, ws_sold_date_sk#52]
(68) ReusedExchange [Reuses operator id: 51]
Output [1]: [d_date_sk#61]
(69) BroadcastHashJoin [codegen id : 22]
Left keys [1]: [ws_sold_date_sk#52]
Right keys [1]: [d_date_sk#61]
Join condition: None
(70) Project [codegen id : 22]
Output [1]: [CheckOverflow((promote_precision(cast(cast(ws_quantity#50 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ws_list_price#51 as decimal(12,2)))), DecimalType(18,2), true) AS sales#62]
Input [4]: [ws_quantity#50, ws_list_price#51, ws_sold_date_sk#52, d_date_sk#61]
(71) Union
(72) HashAggregate [codegen id : 23]
Input [1]: [sales#47]
Keys: []
Functions [1]: [partial_sum(sales#47)]
Aggregate Attributes [2]: [sum#63, isEmpty#64]
Results [2]: [sum#65, isEmpty#66]
(73) Exchange
Input [2]: [sum#65, isEmpty#66]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#67]
(74) HashAggregate [codegen id : 24]
Input [2]: [sum#65, isEmpty#66]
Keys: []
Functions [1]: [sum(sales#47)]
Aggregate Attributes [1]: [sum(sales#47)#68]
Results [1]: [sum(sales#47)#68 AS sum(sales)#69]
===== Subqueries =====
Subquery:1 Hosting operator id = 1 Hosting Expression = cs_sold_date_sk#5 IN dynamicpruning#6
ReusedExchange (75)
(75) ReusedExchange [Reuses operator id: 51]
Output [1]: [d_date_sk#43]
Subquery:2 Hosting operator id = 3 Hosting Expression = ss_sold_date_sk#8 IN dynamicpruning#9
ReusedExchange (76)
(76) ReusedExchange [Reuses operator id: 10]
Output [2]: [d_date_sk#10, d_date#11]
Subquery:3 Hosting operator id = 42 Hosting Expression = Subquery scalar-subquery#41, [id=#42]
* HashAggregate (98)
+- Exchange (97)
+- * HashAggregate (96)
+- * HashAggregate (95)
+- Exchange (94)
+- * HashAggregate (93)
+- * Project (92)
+- * BroadcastHashJoin Inner BuildRight (91)
:- * Project (85)
: +- * BroadcastHashJoin Inner BuildRight (84)
: :- * Filter (79)
: : +- * ColumnarToRow (78)
: : +- Scan parquet default.store_sales (77)
: +- BroadcastExchange (83)
: +- * Filter (82)
: +- * ColumnarToRow (81)
: +- Scan parquet default.customer (80)
+- BroadcastExchange (90)
+- * Project (89)
+- * Filter (88)
+- * ColumnarToRow (87)
+- Scan parquet default.date_dim (86)
(77) Scan parquet default.store_sales
Output [4]: [ss_customer_sk#70, ss_quantity#71, ss_sales_price#72, ss_sold_date_sk#73]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#73), dynamicpruningexpression(ss_sold_date_sk#73 IN dynamicpruning#74)]
PushedFilters: [IsNotNull(ss_customer_sk)]
ReadSchema: struct<ss_customer_sk:int,ss_quantity:int,ss_sales_price:decimal(7,2)>
(78) ColumnarToRow [codegen id : 3]
Input [4]: [ss_customer_sk#70, ss_quantity#71, ss_sales_price#72, ss_sold_date_sk#73]
(79) Filter [codegen id : 3]
Input [4]: [ss_customer_sk#70, ss_quantity#71, ss_sales_price#72, ss_sold_date_sk#73]
Condition : isnotnull(ss_customer_sk#70)
(80) Scan parquet default.customer
Output [1]: [c_customer_sk#75]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk)]
ReadSchema: struct<c_customer_sk:int>
(81) ColumnarToRow [codegen id : 1]
Input [1]: [c_customer_sk#75]
(82) Filter [codegen id : 1]
Input [1]: [c_customer_sk#75]
Condition : isnotnull(c_customer_sk#75)
(83) BroadcastExchange
Input [1]: [c_customer_sk#75]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#76]
(84) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [ss_customer_sk#70]
Right keys [1]: [c_customer_sk#75]
Join condition: None
(85) Project [codegen id : 3]
Output [4]: [ss_quantity#71, ss_sales_price#72, ss_sold_date_sk#73, c_customer_sk#75]
Input [5]: [ss_customer_sk#70, ss_quantity#71, ss_sales_price#72, ss_sold_date_sk#73, c_customer_sk#75]
(86) Scan parquet default.date_dim
Output [2]: [d_date_sk#77, d_year#78]
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>
(87) ColumnarToRow [codegen id : 2]
Input [2]: [d_date_sk#77, d_year#78]
(88) Filter [codegen id : 2]
Input [2]: [d_date_sk#77, d_year#78]
Condition : (d_year#78 IN (2000,2001,2002,2003) AND isnotnull(d_date_sk#77))
(89) Project [codegen id : 2]
Output [1]: [d_date_sk#77]
Input [2]: [d_date_sk#77, d_year#78]
(90) BroadcastExchange
Input [1]: [d_date_sk#77]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#79]
(91) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [ss_sold_date_sk#73]
Right keys [1]: [d_date_sk#77]
Join condition: None
(92) Project [codegen id : 3]
Output [3]: [ss_quantity#71, ss_sales_price#72, c_customer_sk#75]
Input [5]: [ss_quantity#71, ss_sales_price#72, ss_sold_date_sk#73, c_customer_sk#75, d_date_sk#77]
(93) HashAggregate [codegen id : 3]
Input [3]: [ss_quantity#71, ss_sales_price#72, c_customer_sk#75]
Keys [1]: [c_customer_sk#75]
Functions [1]: [partial_sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#71 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#72 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [2]: [sum#80, isEmpty#81]
Results [3]: [c_customer_sk#75, sum#82, isEmpty#83]
(94) Exchange
Input [3]: [c_customer_sk#75, sum#82, isEmpty#83]
Arguments: hashpartitioning(c_customer_sk#75, 5), ENSURE_REQUIREMENTS, [id=#84]
(95) HashAggregate [codegen id : 4]
Input [3]: [c_customer_sk#75, sum#82, isEmpty#83]
Keys [1]: [c_customer_sk#75]
Functions [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#71 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#72 as decimal(12,2)))), DecimalType(18,2), true))]
Aggregate Attributes [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#71 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#72 as decimal(12,2)))), DecimalType(18,2), true))#85]
Results [1]: [sum(CheckOverflow((promote_precision(cast(cast(ss_quantity#71 as decimal(10,0)) as decimal(12,2))) * promote_precision(cast(ss_sales_price#72 as decimal(12,2)))), DecimalType(18,2), true))#85 AS csales#86]
(96) HashAggregate [codegen id : 4]
Input [1]: [csales#86]
Keys: []
Functions [1]: [partial_max(csales#86)]
Aggregate Attributes [1]: [max#87]
Results [1]: [max#88]
(97) Exchange
Input [1]: [max#88]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#89]
(98) HashAggregate [codegen id : 5]
Input [1]: [max#88]
Keys: []
Functions [1]: [max(csales#86)]
Aggregate Attributes [1]: [max(csales#86)#90]
Results [1]: [max(csales#86)#90 AS tpcds_cmax#91]
Subquery:4 Hosting operator id = 77 Hosting Expression = ss_sold_date_sk#73 IN dynamicpruning#74
ReusedExchange (99)
(99) ReusedExchange [Reuses operator id: 90]
Output [1]: [d_date_sk#77]
Subquery:5 Hosting operator id = 54 Hosting Expression = ws_sold_date_sk#52 IN dynamicpruning#6
Subquery:6 Hosting operator id = 63 Hosting Expression = ReusedSubquery Subquery scalar-subquery#41, [id=#42]