/
explain.txt
510 lines (411 loc) · 30.6 KB
/
explain.txt
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== Physical Plan ==
TakeOrderedAndProject (90)
+- * HashAggregate (89)
+- Exchange (88)
+- * HashAggregate (87)
+- Union (86)
:- * Project (31)
: +- * Filter (30)
: +- Window (29)
: +- * Sort (28)
: +- Window (27)
: +- * Sort (26)
: +- Exchange (25)
: +- * HashAggregate (24)
: +- Exchange (23)
: +- * HashAggregate (22)
: +- * Project (21)
: +- * SortMergeJoin Inner (20)
: :- * Sort (13)
: : +- Exchange (12)
: : +- * Project (11)
: : +- * BroadcastHashJoin Inner BuildRight (10)
: : :- * Project (4)
: : : +- * Filter (3)
: : : +- * ColumnarToRow (2)
: : : +- Scan parquet default.web_sales (1)
: : +- BroadcastExchange (9)
: : +- * Project (8)
: : +- * Filter (7)
: : +- * ColumnarToRow (6)
: : +- Scan parquet default.date_dim (5)
: +- * Sort (19)
: +- Exchange (18)
: +- * Project (17)
: +- * Filter (16)
: +- * ColumnarToRow (15)
: +- Scan parquet default.web_returns (14)
:- * Project (58)
: +- * Filter (57)
: +- Window (56)
: +- * Sort (55)
: +- Window (54)
: +- * Sort (53)
: +- Exchange (52)
: +- * HashAggregate (51)
: +- Exchange (50)
: +- * HashAggregate (49)
: +- * Project (48)
: +- * SortMergeJoin Inner (47)
: :- * Sort (40)
: : +- Exchange (39)
: : +- * Project (38)
: : +- * BroadcastHashJoin Inner BuildRight (37)
: : :- * Project (35)
: : : +- * Filter (34)
: : : +- * ColumnarToRow (33)
: : : +- Scan parquet default.catalog_sales (32)
: : +- ReusedExchange (36)
: +- * Sort (46)
: +- Exchange (45)
: +- * Project (44)
: +- * Filter (43)
: +- * ColumnarToRow (42)
: +- Scan parquet default.catalog_returns (41)
+- * Project (85)
+- * Filter (84)
+- Window (83)
+- * Sort (82)
+- Window (81)
+- * Sort (80)
+- Exchange (79)
+- * HashAggregate (78)
+- Exchange (77)
+- * HashAggregate (76)
+- * Project (75)
+- * SortMergeJoin Inner (74)
:- * Sort (67)
: +- Exchange (66)
: +- * Project (65)
: +- * BroadcastHashJoin Inner BuildRight (64)
: :- * Project (62)
: : +- * Filter (61)
: : +- * ColumnarToRow (60)
: : +- Scan parquet default.store_sales (59)
: +- ReusedExchange (63)
+- * Sort (73)
+- Exchange (72)
+- * Project (71)
+- * Filter (70)
+- * ColumnarToRow (69)
+- Scan parquet default.store_returns (68)
(1) Scan parquet default.web_sales
Output [6]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4, ws_net_profit#5, ws_sold_date_sk#6]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#6), dynamicpruningexpression(ws_sold_date_sk#6 IN dynamicpruning#7)]
PushedFilters: [IsNotNull(ws_net_profit), IsNotNull(ws_net_paid), IsNotNull(ws_quantity), GreaterThan(ws_net_profit,1.00), GreaterThan(ws_net_paid,0.00), GreaterThan(ws_quantity,0), IsNotNull(ws_order_number), IsNotNull(ws_item_sk)]
ReadSchema: struct<ws_item_sk:int,ws_order_number:int,ws_quantity:int,ws_net_paid:decimal(7,2),ws_net_profit:decimal(7,2)>
(2) ColumnarToRow [codegen id : 2]
Input [6]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4, ws_net_profit#5, ws_sold_date_sk#6]
(3) Filter [codegen id : 2]
Input [6]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4, ws_net_profit#5, ws_sold_date_sk#6]
Condition : (((((((isnotnull(ws_net_profit#5) AND isnotnull(ws_net_paid#4)) AND isnotnull(ws_quantity#3)) AND (ws_net_profit#5 > 1.00)) AND (ws_net_paid#4 > 0.00)) AND (ws_quantity#3 > 0)) AND isnotnull(ws_order_number#2)) AND isnotnull(ws_item_sk#1))
(4) Project [codegen id : 2]
Output [5]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4, ws_sold_date_sk#6]
Input [6]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4, ws_net_profit#5, ws_sold_date_sk#6]
(5) Scan parquet default.date_dim
Output [3]: [d_date_sk#8, d_year#9, d_moy#10]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), EqualTo(d_year,2001), EqualTo(d_moy,12), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>
(6) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#8, d_year#9, d_moy#10]
(7) Filter [codegen id : 1]
Input [3]: [d_date_sk#8, d_year#9, d_moy#10]
Condition : ((((isnotnull(d_year#9) AND isnotnull(d_moy#10)) AND (d_year#9 = 2001)) AND (d_moy#10 = 12)) AND isnotnull(d_date_sk#8))
(8) Project [codegen id : 1]
Output [1]: [d_date_sk#8]
Input [3]: [d_date_sk#8, d_year#9, d_moy#10]
(9) BroadcastExchange
Input [1]: [d_date_sk#8]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#11]
(10) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [ws_sold_date_sk#6]
Right keys [1]: [d_date_sk#8]
Join condition: None
(11) Project [codegen id : 2]
Output [4]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4]
Input [6]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4, ws_sold_date_sk#6, d_date_sk#8]
(12) Exchange
Input [4]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4]
Arguments: hashpartitioning(cast(ws_order_number#2 as bigint), cast(ws_item_sk#1 as bigint), 5), ENSURE_REQUIREMENTS, [id=#12]
(13) Sort [codegen id : 3]
Input [4]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4]
Arguments: [cast(ws_order_number#2 as bigint) ASC NULLS FIRST, cast(ws_item_sk#1 as bigint) ASC NULLS FIRST], false, 0
(14) Scan parquet default.web_returns
Output [5]: [wr_item_sk#13, wr_order_number#14, wr_return_quantity#15, wr_return_amt#16, wr_returned_date_sk#17]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_returns]
PushedFilters: [IsNotNull(wr_return_amt), GreaterThan(wr_return_amt,10000.00), IsNotNull(wr_order_number), IsNotNull(wr_item_sk)]
ReadSchema: struct<wr_item_sk:bigint,wr_order_number:bigint,wr_return_quantity:int,wr_return_amt:decimal(7,2)>
(15) ColumnarToRow [codegen id : 4]
Input [5]: [wr_item_sk#13, wr_order_number#14, wr_return_quantity#15, wr_return_amt#16, wr_returned_date_sk#17]
(16) Filter [codegen id : 4]
Input [5]: [wr_item_sk#13, wr_order_number#14, wr_return_quantity#15, wr_return_amt#16, wr_returned_date_sk#17]
Condition : (((isnotnull(wr_return_amt#16) AND (wr_return_amt#16 > 10000.00)) AND isnotnull(wr_order_number#14)) AND isnotnull(wr_item_sk#13))
(17) Project [codegen id : 4]
Output [4]: [wr_item_sk#13, wr_order_number#14, wr_return_quantity#15, wr_return_amt#16]
Input [5]: [wr_item_sk#13, wr_order_number#14, wr_return_quantity#15, wr_return_amt#16, wr_returned_date_sk#17]
(18) Exchange
Input [4]: [wr_item_sk#13, wr_order_number#14, wr_return_quantity#15, wr_return_amt#16]
Arguments: hashpartitioning(wr_order_number#14, wr_item_sk#13, 5), ENSURE_REQUIREMENTS, [id=#18]
(19) Sort [codegen id : 5]
Input [4]: [wr_item_sk#13, wr_order_number#14, wr_return_quantity#15, wr_return_amt#16]
Arguments: [wr_order_number#14 ASC NULLS FIRST, wr_item_sk#13 ASC NULLS FIRST], false, 0
(20) SortMergeJoin [codegen id : 6]
Left keys [2]: [cast(ws_order_number#2 as bigint), cast(ws_item_sk#1 as bigint)]
Right keys [2]: [wr_order_number#14, wr_item_sk#13]
Join condition: None
(21) Project [codegen id : 6]
Output [5]: [ws_item_sk#1, ws_quantity#3, ws_net_paid#4, wr_return_quantity#15, wr_return_amt#16]
Input [8]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4, wr_item_sk#13, wr_order_number#14, wr_return_quantity#15, wr_return_amt#16]
(22) HashAggregate [codegen id : 6]
Input [5]: [ws_item_sk#1, ws_quantity#3, ws_net_paid#4, wr_return_quantity#15, wr_return_amt#16]
Keys [1]: [ws_item_sk#1]
Functions [4]: [partial_sum(coalesce(wr_return_quantity#15, 0)), partial_sum(coalesce(ws_quantity#3, 0)), partial_sum(coalesce(cast(wr_return_amt#16 as decimal(12,2)), 0.00)), partial_sum(coalesce(cast(ws_net_paid#4 as decimal(12,2)), 0.00))]
Aggregate Attributes [6]: [sum#19, sum#20, sum#21, isEmpty#22, sum#23, isEmpty#24]
Results [7]: [ws_item_sk#1, sum#25, sum#26, sum#27, isEmpty#28, sum#29, isEmpty#30]
(23) Exchange
Input [7]: [ws_item_sk#1, sum#25, sum#26, sum#27, isEmpty#28, sum#29, isEmpty#30]
Arguments: hashpartitioning(ws_item_sk#1, 5), ENSURE_REQUIREMENTS, [id=#31]
(24) HashAggregate [codegen id : 7]
Input [7]: [ws_item_sk#1, sum#25, sum#26, sum#27, isEmpty#28, sum#29, isEmpty#30]
Keys [1]: [ws_item_sk#1]
Functions [4]: [sum(coalesce(wr_return_quantity#15, 0)), sum(coalesce(ws_quantity#3, 0)), sum(coalesce(cast(wr_return_amt#16 as decimal(12,2)), 0.00)), sum(coalesce(cast(ws_net_paid#4 as decimal(12,2)), 0.00))]
Aggregate Attributes [4]: [sum(coalesce(wr_return_quantity#15, 0))#32, sum(coalesce(ws_quantity#3, 0))#33, sum(coalesce(cast(wr_return_amt#16 as decimal(12,2)), 0.00))#34, sum(coalesce(cast(ws_net_paid#4 as decimal(12,2)), 0.00))#35]
Results [3]: [ws_item_sk#1 AS item#36, CheckOverflow((promote_precision(cast(sum(coalesce(wr_return_quantity#15, 0))#32 as decimal(15,4))) / promote_precision(cast(sum(coalesce(ws_quantity#3, 0))#33 as decimal(15,4)))), DecimalType(35,20), true) AS return_ratio#37, CheckOverflow((promote_precision(cast(sum(coalesce(cast(wr_return_amt#16 as decimal(12,2)), 0.00))#34 as decimal(15,4))) / promote_precision(cast(sum(coalesce(cast(ws_net_paid#4 as decimal(12,2)), 0.00))#35 as decimal(15,4)))), DecimalType(35,20), true) AS currency_ratio#38]
(25) Exchange
Input [3]: [item#36, return_ratio#37, currency_ratio#38]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#39]
(26) Sort [codegen id : 8]
Input [3]: [item#36, return_ratio#37, currency_ratio#38]
Arguments: [return_ratio#37 ASC NULLS FIRST], false, 0
(27) Window
Input [3]: [item#36, return_ratio#37, currency_ratio#38]
Arguments: [rank(return_ratio#37) windowspecdefinition(return_ratio#37 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS return_rank#40], [return_ratio#37 ASC NULLS FIRST]
(28) Sort [codegen id : 9]
Input [4]: [item#36, return_ratio#37, currency_ratio#38, return_rank#40]
Arguments: [currency_ratio#38 ASC NULLS FIRST], false, 0
(29) Window
Input [4]: [item#36, return_ratio#37, currency_ratio#38, return_rank#40]
Arguments: [rank(currency_ratio#38) windowspecdefinition(currency_ratio#38 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS currency_rank#41], [currency_ratio#38 ASC NULLS FIRST]
(30) Filter [codegen id : 10]
Input [5]: [item#36, return_ratio#37, currency_ratio#38, return_rank#40, currency_rank#41]
Condition : ((return_rank#40 <= 10) OR (currency_rank#41 <= 10))
(31) Project [codegen id : 10]
Output [5]: [web AS channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
Input [5]: [item#36, return_ratio#37, currency_ratio#38, return_rank#40, currency_rank#41]
(32) Scan parquet default.catalog_sales
Output [6]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46, cs_net_profit#47, cs_sold_date_sk#48]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#48), dynamicpruningexpression(cs_sold_date_sk#48 IN dynamicpruning#7)]
PushedFilters: [IsNotNull(cs_net_profit), IsNotNull(cs_net_paid), IsNotNull(cs_quantity), GreaterThan(cs_net_profit,1.00), GreaterThan(cs_net_paid,0.00), GreaterThan(cs_quantity,0), IsNotNull(cs_order_number), IsNotNull(cs_item_sk)]
ReadSchema: struct<cs_item_sk:int,cs_order_number:int,cs_quantity:int,cs_net_paid:decimal(7,2),cs_net_profit:decimal(7,2)>
(33) ColumnarToRow [codegen id : 12]
Input [6]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46, cs_net_profit#47, cs_sold_date_sk#48]
(34) Filter [codegen id : 12]
Input [6]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46, cs_net_profit#47, cs_sold_date_sk#48]
Condition : (((((((isnotnull(cs_net_profit#47) AND isnotnull(cs_net_paid#46)) AND isnotnull(cs_quantity#45)) AND (cs_net_profit#47 > 1.00)) AND (cs_net_paid#46 > 0.00)) AND (cs_quantity#45 > 0)) AND isnotnull(cs_order_number#44)) AND isnotnull(cs_item_sk#43))
(35) Project [codegen id : 12]
Output [5]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46, cs_sold_date_sk#48]
Input [6]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46, cs_net_profit#47, cs_sold_date_sk#48]
(36) ReusedExchange [Reuses operator id: 9]
Output [1]: [d_date_sk#49]
(37) BroadcastHashJoin [codegen id : 12]
Left keys [1]: [cs_sold_date_sk#48]
Right keys [1]: [d_date_sk#49]
Join condition: None
(38) Project [codegen id : 12]
Output [4]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46]
Input [6]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46, cs_sold_date_sk#48, d_date_sk#49]
(39) Exchange
Input [4]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46]
Arguments: hashpartitioning(cs_order_number#44, cs_item_sk#43, 5), ENSURE_REQUIREMENTS, [id=#50]
(40) Sort [codegen id : 13]
Input [4]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46]
Arguments: [cs_order_number#44 ASC NULLS FIRST, cs_item_sk#43 ASC NULLS FIRST], false, 0
(41) Scan parquet default.catalog_returns
Output [5]: [cr_item_sk#51, cr_order_number#52, cr_return_quantity#53, cr_return_amount#54, cr_returned_date_sk#55]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_returns]
PushedFilters: [IsNotNull(cr_return_amount), GreaterThan(cr_return_amount,10000.00), IsNotNull(cr_order_number), IsNotNull(cr_item_sk)]
ReadSchema: struct<cr_item_sk:int,cr_order_number:int,cr_return_quantity:int,cr_return_amount:decimal(7,2)>
(42) ColumnarToRow [codegen id : 14]
Input [5]: [cr_item_sk#51, cr_order_number#52, cr_return_quantity#53, cr_return_amount#54, cr_returned_date_sk#55]
(43) Filter [codegen id : 14]
Input [5]: [cr_item_sk#51, cr_order_number#52, cr_return_quantity#53, cr_return_amount#54, cr_returned_date_sk#55]
Condition : (((isnotnull(cr_return_amount#54) AND (cr_return_amount#54 > 10000.00)) AND isnotnull(cr_order_number#52)) AND isnotnull(cr_item_sk#51))
(44) Project [codegen id : 14]
Output [4]: [cr_item_sk#51, cr_order_number#52, cr_return_quantity#53, cr_return_amount#54]
Input [5]: [cr_item_sk#51, cr_order_number#52, cr_return_quantity#53, cr_return_amount#54, cr_returned_date_sk#55]
(45) Exchange
Input [4]: [cr_item_sk#51, cr_order_number#52, cr_return_quantity#53, cr_return_amount#54]
Arguments: hashpartitioning(cr_order_number#52, cr_item_sk#51, 5), ENSURE_REQUIREMENTS, [id=#56]
(46) Sort [codegen id : 15]
Input [4]: [cr_item_sk#51, cr_order_number#52, cr_return_quantity#53, cr_return_amount#54]
Arguments: [cr_order_number#52 ASC NULLS FIRST, cr_item_sk#51 ASC NULLS FIRST], false, 0
(47) SortMergeJoin [codegen id : 16]
Left keys [2]: [cs_order_number#44, cs_item_sk#43]
Right keys [2]: [cr_order_number#52, cr_item_sk#51]
Join condition: None
(48) Project [codegen id : 16]
Output [5]: [cs_item_sk#43, cs_quantity#45, cs_net_paid#46, cr_return_quantity#53, cr_return_amount#54]
Input [8]: [cs_item_sk#43, cs_order_number#44, cs_quantity#45, cs_net_paid#46, cr_item_sk#51, cr_order_number#52, cr_return_quantity#53, cr_return_amount#54]
(49) HashAggregate [codegen id : 16]
Input [5]: [cs_item_sk#43, cs_quantity#45, cs_net_paid#46, cr_return_quantity#53, cr_return_amount#54]
Keys [1]: [cs_item_sk#43]
Functions [4]: [partial_sum(coalesce(cr_return_quantity#53, 0)), partial_sum(coalesce(cs_quantity#45, 0)), partial_sum(coalesce(cast(cr_return_amount#54 as decimal(12,2)), 0.00)), partial_sum(coalesce(cast(cs_net_paid#46 as decimal(12,2)), 0.00))]
Aggregate Attributes [6]: [sum#57, sum#58, sum#59, isEmpty#60, sum#61, isEmpty#62]
Results [7]: [cs_item_sk#43, sum#63, sum#64, sum#65, isEmpty#66, sum#67, isEmpty#68]
(50) Exchange
Input [7]: [cs_item_sk#43, sum#63, sum#64, sum#65, isEmpty#66, sum#67, isEmpty#68]
Arguments: hashpartitioning(cs_item_sk#43, 5), ENSURE_REQUIREMENTS, [id=#69]
(51) HashAggregate [codegen id : 17]
Input [7]: [cs_item_sk#43, sum#63, sum#64, sum#65, isEmpty#66, sum#67, isEmpty#68]
Keys [1]: [cs_item_sk#43]
Functions [4]: [sum(coalesce(cr_return_quantity#53, 0)), sum(coalesce(cs_quantity#45, 0)), sum(coalesce(cast(cr_return_amount#54 as decimal(12,2)), 0.00)), sum(coalesce(cast(cs_net_paid#46 as decimal(12,2)), 0.00))]
Aggregate Attributes [4]: [sum(coalesce(cr_return_quantity#53, 0))#70, sum(coalesce(cs_quantity#45, 0))#71, sum(coalesce(cast(cr_return_amount#54 as decimal(12,2)), 0.00))#72, sum(coalesce(cast(cs_net_paid#46 as decimal(12,2)), 0.00))#73]
Results [3]: [cs_item_sk#43 AS item#74, CheckOverflow((promote_precision(cast(sum(coalesce(cr_return_quantity#53, 0))#70 as decimal(15,4))) / promote_precision(cast(sum(coalesce(cs_quantity#45, 0))#71 as decimal(15,4)))), DecimalType(35,20), true) AS return_ratio#75, CheckOverflow((promote_precision(cast(sum(coalesce(cast(cr_return_amount#54 as decimal(12,2)), 0.00))#72 as decimal(15,4))) / promote_precision(cast(sum(coalesce(cast(cs_net_paid#46 as decimal(12,2)), 0.00))#73 as decimal(15,4)))), DecimalType(35,20), true) AS currency_ratio#76]
(52) Exchange
Input [3]: [item#74, return_ratio#75, currency_ratio#76]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#77]
(53) Sort [codegen id : 18]
Input [3]: [item#74, return_ratio#75, currency_ratio#76]
Arguments: [return_ratio#75 ASC NULLS FIRST], false, 0
(54) Window
Input [3]: [item#74, return_ratio#75, currency_ratio#76]
Arguments: [rank(return_ratio#75) windowspecdefinition(return_ratio#75 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS return_rank#78], [return_ratio#75 ASC NULLS FIRST]
(55) Sort [codegen id : 19]
Input [4]: [item#74, return_ratio#75, currency_ratio#76, return_rank#78]
Arguments: [currency_ratio#76 ASC NULLS FIRST], false, 0
(56) Window
Input [4]: [item#74, return_ratio#75, currency_ratio#76, return_rank#78]
Arguments: [rank(currency_ratio#76) windowspecdefinition(currency_ratio#76 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS currency_rank#79], [currency_ratio#76 ASC NULLS FIRST]
(57) Filter [codegen id : 20]
Input [5]: [item#74, return_ratio#75, currency_ratio#76, return_rank#78, currency_rank#79]
Condition : ((return_rank#78 <= 10) OR (currency_rank#79 <= 10))
(58) Project [codegen id : 20]
Output [5]: [catalog AS channel#80, item#74, return_ratio#75, return_rank#78, currency_rank#79]
Input [5]: [item#74, return_ratio#75, currency_ratio#76, return_rank#78, currency_rank#79]
(59) Scan parquet default.store_sales
Output [6]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84, ss_net_profit#85, ss_sold_date_sk#86]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#86), dynamicpruningexpression(ss_sold_date_sk#86 IN dynamicpruning#7)]
PushedFilters: [IsNotNull(ss_net_profit), IsNotNull(ss_net_paid), IsNotNull(ss_quantity), GreaterThan(ss_net_profit,1.00), GreaterThan(ss_net_paid,0.00), GreaterThan(ss_quantity,0), IsNotNull(ss_ticket_number), IsNotNull(ss_item_sk)]
ReadSchema: struct<ss_item_sk:int,ss_ticket_number:int,ss_quantity:int,ss_net_paid:decimal(7,2),ss_net_profit:decimal(7,2)>
(60) ColumnarToRow [codegen id : 22]
Input [6]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84, ss_net_profit#85, ss_sold_date_sk#86]
(61) Filter [codegen id : 22]
Input [6]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84, ss_net_profit#85, ss_sold_date_sk#86]
Condition : (((((((isnotnull(ss_net_profit#85) AND isnotnull(ss_net_paid#84)) AND isnotnull(ss_quantity#83)) AND (ss_net_profit#85 > 1.00)) AND (ss_net_paid#84 > 0.00)) AND (ss_quantity#83 > 0)) AND isnotnull(ss_ticket_number#82)) AND isnotnull(ss_item_sk#81))
(62) Project [codegen id : 22]
Output [5]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84, ss_sold_date_sk#86]
Input [6]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84, ss_net_profit#85, ss_sold_date_sk#86]
(63) ReusedExchange [Reuses operator id: 9]
Output [1]: [d_date_sk#87]
(64) BroadcastHashJoin [codegen id : 22]
Left keys [1]: [ss_sold_date_sk#86]
Right keys [1]: [d_date_sk#87]
Join condition: None
(65) Project [codegen id : 22]
Output [4]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84]
Input [6]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84, ss_sold_date_sk#86, d_date_sk#87]
(66) Exchange
Input [4]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84]
Arguments: hashpartitioning(cast(ss_ticket_number#82 as bigint), cast(ss_item_sk#81 as bigint), 5), ENSURE_REQUIREMENTS, [id=#88]
(67) Sort [codegen id : 23]
Input [4]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84]
Arguments: [cast(ss_ticket_number#82 as bigint) ASC NULLS FIRST, cast(ss_item_sk#81 as bigint) ASC NULLS FIRST], false, 0
(68) Scan parquet default.store_returns
Output [5]: [sr_item_sk#89, sr_ticket_number#90, sr_return_quantity#91, sr_return_amt#92, sr_returned_date_sk#93]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_returns]
PushedFilters: [IsNotNull(sr_return_amt), GreaterThan(sr_return_amt,10000.00), IsNotNull(sr_ticket_number), IsNotNull(sr_item_sk)]
ReadSchema: struct<sr_item_sk:bigint,sr_ticket_number:bigint,sr_return_quantity:int,sr_return_amt:decimal(7,2)>
(69) ColumnarToRow [codegen id : 24]
Input [5]: [sr_item_sk#89, sr_ticket_number#90, sr_return_quantity#91, sr_return_amt#92, sr_returned_date_sk#93]
(70) Filter [codegen id : 24]
Input [5]: [sr_item_sk#89, sr_ticket_number#90, sr_return_quantity#91, sr_return_amt#92, sr_returned_date_sk#93]
Condition : (((isnotnull(sr_return_amt#92) AND (sr_return_amt#92 > 10000.00)) AND isnotnull(sr_ticket_number#90)) AND isnotnull(sr_item_sk#89))
(71) Project [codegen id : 24]
Output [4]: [sr_item_sk#89, sr_ticket_number#90, sr_return_quantity#91, sr_return_amt#92]
Input [5]: [sr_item_sk#89, sr_ticket_number#90, sr_return_quantity#91, sr_return_amt#92, sr_returned_date_sk#93]
(72) Exchange
Input [4]: [sr_item_sk#89, sr_ticket_number#90, sr_return_quantity#91, sr_return_amt#92]
Arguments: hashpartitioning(sr_ticket_number#90, sr_item_sk#89, 5), ENSURE_REQUIREMENTS, [id=#94]
(73) Sort [codegen id : 25]
Input [4]: [sr_item_sk#89, sr_ticket_number#90, sr_return_quantity#91, sr_return_amt#92]
Arguments: [sr_ticket_number#90 ASC NULLS FIRST, sr_item_sk#89 ASC NULLS FIRST], false, 0
(74) SortMergeJoin [codegen id : 26]
Left keys [2]: [cast(ss_ticket_number#82 as bigint), cast(ss_item_sk#81 as bigint)]
Right keys [2]: [sr_ticket_number#90, sr_item_sk#89]
Join condition: None
(75) Project [codegen id : 26]
Output [5]: [ss_item_sk#81, ss_quantity#83, ss_net_paid#84, sr_return_quantity#91, sr_return_amt#92]
Input [8]: [ss_item_sk#81, ss_ticket_number#82, ss_quantity#83, ss_net_paid#84, sr_item_sk#89, sr_ticket_number#90, sr_return_quantity#91, sr_return_amt#92]
(76) HashAggregate [codegen id : 26]
Input [5]: [ss_item_sk#81, ss_quantity#83, ss_net_paid#84, sr_return_quantity#91, sr_return_amt#92]
Keys [1]: [ss_item_sk#81]
Functions [4]: [partial_sum(coalesce(sr_return_quantity#91, 0)), partial_sum(coalesce(ss_quantity#83, 0)), partial_sum(coalesce(cast(sr_return_amt#92 as decimal(12,2)), 0.00)), partial_sum(coalesce(cast(ss_net_paid#84 as decimal(12,2)), 0.00))]
Aggregate Attributes [6]: [sum#95, sum#96, sum#97, isEmpty#98, sum#99, isEmpty#100]
Results [7]: [ss_item_sk#81, sum#101, sum#102, sum#103, isEmpty#104, sum#105, isEmpty#106]
(77) Exchange
Input [7]: [ss_item_sk#81, sum#101, sum#102, sum#103, isEmpty#104, sum#105, isEmpty#106]
Arguments: hashpartitioning(ss_item_sk#81, 5), ENSURE_REQUIREMENTS, [id=#107]
(78) HashAggregate [codegen id : 27]
Input [7]: [ss_item_sk#81, sum#101, sum#102, sum#103, isEmpty#104, sum#105, isEmpty#106]
Keys [1]: [ss_item_sk#81]
Functions [4]: [sum(coalesce(sr_return_quantity#91, 0)), sum(coalesce(ss_quantity#83, 0)), sum(coalesce(cast(sr_return_amt#92 as decimal(12,2)), 0.00)), sum(coalesce(cast(ss_net_paid#84 as decimal(12,2)), 0.00))]
Aggregate Attributes [4]: [sum(coalesce(sr_return_quantity#91, 0))#108, sum(coalesce(ss_quantity#83, 0))#109, sum(coalesce(cast(sr_return_amt#92 as decimal(12,2)), 0.00))#110, sum(coalesce(cast(ss_net_paid#84 as decimal(12,2)), 0.00))#111]
Results [3]: [ss_item_sk#81 AS item#112, CheckOverflow((promote_precision(cast(sum(coalesce(sr_return_quantity#91, 0))#108 as decimal(15,4))) / promote_precision(cast(sum(coalesce(ss_quantity#83, 0))#109 as decimal(15,4)))), DecimalType(35,20), true) AS return_ratio#113, CheckOverflow((promote_precision(cast(sum(coalesce(cast(sr_return_amt#92 as decimal(12,2)), 0.00))#110 as decimal(15,4))) / promote_precision(cast(sum(coalesce(cast(ss_net_paid#84 as decimal(12,2)), 0.00))#111 as decimal(15,4)))), DecimalType(35,20), true) AS currency_ratio#114]
(79) Exchange
Input [3]: [item#112, return_ratio#113, currency_ratio#114]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#115]
(80) Sort [codegen id : 28]
Input [3]: [item#112, return_ratio#113, currency_ratio#114]
Arguments: [return_ratio#113 ASC NULLS FIRST], false, 0
(81) Window
Input [3]: [item#112, return_ratio#113, currency_ratio#114]
Arguments: [rank(return_ratio#113) windowspecdefinition(return_ratio#113 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS return_rank#116], [return_ratio#113 ASC NULLS FIRST]
(82) Sort [codegen id : 29]
Input [4]: [item#112, return_ratio#113, currency_ratio#114, return_rank#116]
Arguments: [currency_ratio#114 ASC NULLS FIRST], false, 0
(83) Window
Input [4]: [item#112, return_ratio#113, currency_ratio#114, return_rank#116]
Arguments: [rank(currency_ratio#114) windowspecdefinition(currency_ratio#114 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS currency_rank#117], [currency_ratio#114 ASC NULLS FIRST]
(84) Filter [codegen id : 30]
Input [5]: [item#112, return_ratio#113, currency_ratio#114, return_rank#116, currency_rank#117]
Condition : ((return_rank#116 <= 10) OR (currency_rank#117 <= 10))
(85) Project [codegen id : 30]
Output [5]: [store AS channel#118, item#112, return_ratio#113, return_rank#116, currency_rank#117]
Input [5]: [item#112, return_ratio#113, currency_ratio#114, return_rank#116, currency_rank#117]
(86) Union
(87) HashAggregate [codegen id : 31]
Input [5]: [channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
Keys [5]: [channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
Functions: []
Aggregate Attributes: []
Results [5]: [channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
(88) Exchange
Input [5]: [channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
Arguments: hashpartitioning(channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41, 5), ENSURE_REQUIREMENTS, [id=#119]
(89) HashAggregate [codegen id : 32]
Input [5]: [channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
Keys [5]: [channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
Functions: []
Aggregate Attributes: []
Results [5]: [channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
(90) TakeOrderedAndProject
Input [5]: [channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
Arguments: 100, [channel#42 ASC NULLS FIRST, return_rank#40 ASC NULLS FIRST, currency_rank#41 ASC NULLS FIRST], [channel#42, item#36, return_ratio#37, return_rank#40, currency_rank#41]
===== Subqueries =====
Subquery:1 Hosting operator id = 1 Hosting Expression = ws_sold_date_sk#6 IN dynamicpruning#7
ReusedExchange (91)
(91) ReusedExchange [Reuses operator id: 9]
Output [1]: [d_date_sk#8]
Subquery:2 Hosting operator id = 32 Hosting Expression = cs_sold_date_sk#48 IN dynamicpruning#7
Subquery:3 Hosting operator id = 59 Hosting Expression = ss_sold_date_sk#86 IN dynamicpruning#7