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explain.txt
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explain.txt
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== Physical Plan ==
TakeOrderedAndProject (77)
+- * HashAggregate (76)
+- Exchange (75)
+- * HashAggregate (74)
+- Union (73)
:- * Project (24)
: +- * Filter (23)
: +- Window (22)
: +- * Sort (21)
: +- Window (20)
: +- * Sort (19)
: +- Exchange (18)
: +- * HashAggregate (17)
: +- Exchange (16)
: +- * HashAggregate (15)
: +- * Project (14)
: +- * BroadcastHashJoin Inner BuildRight (13)
: :- * Project (11)
: : +- * BroadcastHashJoin Inner BuildLeft (10)
: : :- BroadcastExchange (5)
: : : +- * Project (4)
: : : +- * Filter (3)
: : : +- * ColumnarToRow (2)
: : : +- Scan parquet default.web_sales (1)
: : +- * Project (9)
: : +- * Filter (8)
: : +- * ColumnarToRow (7)
: : +- Scan parquet default.web_returns (6)
: +- ReusedExchange (12)
:- * Project (48)
: +- * Filter (47)
: +- Window (46)
: +- * Sort (45)
: +- Window (44)
: +- * Sort (43)
: +- Exchange (42)
: +- * HashAggregate (41)
: +- Exchange (40)
: +- * HashAggregate (39)
: +- * Project (38)
: +- * BroadcastHashJoin Inner BuildRight (37)
: :- * Project (35)
: : +- * BroadcastHashJoin Inner BuildLeft (34)
: : :- BroadcastExchange (29)
: : : +- * Project (28)
: : : +- * Filter (27)
: : : +- * ColumnarToRow (26)
: : : +- Scan parquet default.catalog_sales (25)
: : +- * Project (33)
: : +- * Filter (32)
: : +- * ColumnarToRow (31)
: : +- Scan parquet default.catalog_returns (30)
: +- ReusedExchange (36)
+- * Project (72)
+- * Filter (71)
+- Window (70)
+- * Sort (69)
+- Window (68)
+- * Sort (67)
+- Exchange (66)
+- * HashAggregate (65)
+- Exchange (64)
+- * HashAggregate (63)
+- * Project (62)
+- * BroadcastHashJoin Inner BuildRight (61)
:- * Project (59)
: +- * BroadcastHashJoin Inner BuildLeft (58)
: :- BroadcastExchange (53)
: : +- * Project (52)
: : +- * Filter (51)
: : +- * ColumnarToRow (50)
: : +- Scan parquet default.store_sales (49)
: +- * Project (57)
: +- * Filter (56)
: +- * ColumnarToRow (55)
: +- Scan parquet default.store_returns (54)
+- ReusedExchange (60)
(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 : 1]
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 : 1]
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 : 1]
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) BroadcastExchange
Input [5]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4, ws_sold_date_sk#6]
Arguments: HashedRelationBroadcastMode(List((shiftleft(cast(input[1, int, true] as bigint), 32) | (cast(input[0, int, true] as bigint) & 4294967295))),false), [id=#8]
(6) Scan parquet default.web_returns
Output [5]: [wr_item_sk#9, wr_order_number#10, wr_return_quantity#11, wr_return_amt#12, wr_returned_date_sk#13]
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:int,wr_order_number:int,wr_return_quantity:int,wr_return_amt:decimal(7,2)>
(7) ColumnarToRow
Input [5]: [wr_item_sk#9, wr_order_number#10, wr_return_quantity#11, wr_return_amt#12, wr_returned_date_sk#13]
(8) Filter
Input [5]: [wr_item_sk#9, wr_order_number#10, wr_return_quantity#11, wr_return_amt#12, wr_returned_date_sk#13]
Condition : (((isnotnull(wr_return_amt#12) AND (wr_return_amt#12 > 10000.00)) AND isnotnull(wr_order_number#10)) AND isnotnull(wr_item_sk#9))
(9) Project
Output [4]: [wr_item_sk#9, wr_order_number#10, wr_return_quantity#11, wr_return_amt#12]
Input [5]: [wr_item_sk#9, wr_order_number#10, wr_return_quantity#11, wr_return_amt#12, wr_returned_date_sk#13]
(10) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [ws_order_number#2, ws_item_sk#1]
Right keys [2]: [wr_order_number#10, wr_item_sk#9]
Join condition: None
(11) Project [codegen id : 3]
Output [6]: [ws_item_sk#1, ws_quantity#3, ws_net_paid#4, ws_sold_date_sk#6, wr_return_quantity#11, wr_return_amt#12]
Input [9]: [ws_item_sk#1, ws_order_number#2, ws_quantity#3, ws_net_paid#4, ws_sold_date_sk#6, wr_item_sk#9, wr_order_number#10, wr_return_quantity#11, wr_return_amt#12]
(12) ReusedExchange [Reuses operator id: 82]
Output [1]: [d_date_sk#14]
(13) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [ws_sold_date_sk#6]
Right keys [1]: [d_date_sk#14]
Join condition: None
(14) Project [codegen id : 3]
Output [5]: [ws_item_sk#1, ws_quantity#3, ws_net_paid#4, wr_return_quantity#11, wr_return_amt#12]
Input [7]: [ws_item_sk#1, ws_quantity#3, ws_net_paid#4, ws_sold_date_sk#6, wr_return_quantity#11, wr_return_amt#12, d_date_sk#14]
(15) HashAggregate [codegen id : 3]
Input [5]: [ws_item_sk#1, ws_quantity#3, ws_net_paid#4, wr_return_quantity#11, wr_return_amt#12]
Keys [1]: [ws_item_sk#1]
Functions [4]: [partial_sum(coalesce(wr_return_quantity#11, 0)), partial_sum(coalesce(ws_quantity#3, 0)), partial_sum(coalesce(cast(wr_return_amt#12 as decimal(12,2)), 0.00)), partial_sum(coalesce(cast(ws_net_paid#4 as decimal(12,2)), 0.00))]
Aggregate Attributes [6]: [sum#15, sum#16, sum#17, isEmpty#18, sum#19, isEmpty#20]
Results [7]: [ws_item_sk#1, sum#21, sum#22, sum#23, isEmpty#24, sum#25, isEmpty#26]
(16) Exchange
Input [7]: [ws_item_sk#1, sum#21, sum#22, sum#23, isEmpty#24, sum#25, isEmpty#26]
Arguments: hashpartitioning(ws_item_sk#1, 5), ENSURE_REQUIREMENTS, [id=#27]
(17) HashAggregate [codegen id : 4]
Input [7]: [ws_item_sk#1, sum#21, sum#22, sum#23, isEmpty#24, sum#25, isEmpty#26]
Keys [1]: [ws_item_sk#1]
Functions [4]: [sum(coalesce(wr_return_quantity#11, 0)), sum(coalesce(ws_quantity#3, 0)), sum(coalesce(cast(wr_return_amt#12 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#11, 0))#28, sum(coalesce(ws_quantity#3, 0))#29, sum(coalesce(cast(wr_return_amt#12 as decimal(12,2)), 0.00))#30, sum(coalesce(cast(ws_net_paid#4 as decimal(12,2)), 0.00))#31]
Results [3]: [ws_item_sk#1 AS item#32, CheckOverflow((promote_precision(cast(sum(coalesce(wr_return_quantity#11, 0))#28 as decimal(15,4))) / promote_precision(cast(sum(coalesce(ws_quantity#3, 0))#29 as decimal(15,4)))), DecimalType(35,20), true) AS return_ratio#33, CheckOverflow((promote_precision(cast(sum(coalesce(cast(wr_return_amt#12 as decimal(12,2)), 0.00))#30 as decimal(15,4))) / promote_precision(cast(sum(coalesce(cast(ws_net_paid#4 as decimal(12,2)), 0.00))#31 as decimal(15,4)))), DecimalType(35,20), true) AS currency_ratio#34]
(18) Exchange
Input [3]: [item#32, return_ratio#33, currency_ratio#34]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#35]
(19) Sort [codegen id : 5]
Input [3]: [item#32, return_ratio#33, currency_ratio#34]
Arguments: [return_ratio#33 ASC NULLS FIRST], false, 0
(20) Window
Input [3]: [item#32, return_ratio#33, currency_ratio#34]
Arguments: [rank(return_ratio#33) windowspecdefinition(return_ratio#33 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS return_rank#36], [return_ratio#33 ASC NULLS FIRST]
(21) Sort [codegen id : 6]
Input [4]: [item#32, return_ratio#33, currency_ratio#34, return_rank#36]
Arguments: [currency_ratio#34 ASC NULLS FIRST], false, 0
(22) Window
Input [4]: [item#32, return_ratio#33, currency_ratio#34, return_rank#36]
Arguments: [rank(currency_ratio#34) windowspecdefinition(currency_ratio#34 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS currency_rank#37], [currency_ratio#34 ASC NULLS FIRST]
(23) Filter [codegen id : 7]
Input [5]: [item#32, return_ratio#33, currency_ratio#34, return_rank#36, currency_rank#37]
Condition : ((return_rank#36 <= 10) OR (currency_rank#37 <= 10))
(24) Project [codegen id : 7]
Output [5]: [web AS channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
Input [5]: [item#32, return_ratio#33, currency_ratio#34, return_rank#36, currency_rank#37]
(25) Scan parquet default.catalog_sales
Output [6]: [cs_item_sk#39, cs_order_number#40, cs_quantity#41, cs_net_paid#42, cs_net_profit#43, cs_sold_date_sk#44]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#44), dynamicpruningexpression(cs_sold_date_sk#44 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)>
(26) ColumnarToRow [codegen id : 8]
Input [6]: [cs_item_sk#39, cs_order_number#40, cs_quantity#41, cs_net_paid#42, cs_net_profit#43, cs_sold_date_sk#44]
(27) Filter [codegen id : 8]
Input [6]: [cs_item_sk#39, cs_order_number#40, cs_quantity#41, cs_net_paid#42, cs_net_profit#43, cs_sold_date_sk#44]
Condition : (((((((isnotnull(cs_net_profit#43) AND isnotnull(cs_net_paid#42)) AND isnotnull(cs_quantity#41)) AND (cs_net_profit#43 > 1.00)) AND (cs_net_paid#42 > 0.00)) AND (cs_quantity#41 > 0)) AND isnotnull(cs_order_number#40)) AND isnotnull(cs_item_sk#39))
(28) Project [codegen id : 8]
Output [5]: [cs_item_sk#39, cs_order_number#40, cs_quantity#41, cs_net_paid#42, cs_sold_date_sk#44]
Input [6]: [cs_item_sk#39, cs_order_number#40, cs_quantity#41, cs_net_paid#42, cs_net_profit#43, cs_sold_date_sk#44]
(29) BroadcastExchange
Input [5]: [cs_item_sk#39, cs_order_number#40, cs_quantity#41, cs_net_paid#42, cs_sold_date_sk#44]
Arguments: HashedRelationBroadcastMode(List((shiftleft(cast(input[1, int, true] as bigint), 32) | (cast(input[0, int, true] as bigint) & 4294967295))),false), [id=#45]
(30) Scan parquet default.catalog_returns
Output [5]: [cr_item_sk#46, cr_order_number#47, cr_return_quantity#48, cr_return_amount#49, cr_returned_date_sk#50]
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)>
(31) ColumnarToRow
Input [5]: [cr_item_sk#46, cr_order_number#47, cr_return_quantity#48, cr_return_amount#49, cr_returned_date_sk#50]
(32) Filter
Input [5]: [cr_item_sk#46, cr_order_number#47, cr_return_quantity#48, cr_return_amount#49, cr_returned_date_sk#50]
Condition : (((isnotnull(cr_return_amount#49) AND (cr_return_amount#49 > 10000.00)) AND isnotnull(cr_order_number#47)) AND isnotnull(cr_item_sk#46))
(33) Project
Output [4]: [cr_item_sk#46, cr_order_number#47, cr_return_quantity#48, cr_return_amount#49]
Input [5]: [cr_item_sk#46, cr_order_number#47, cr_return_quantity#48, cr_return_amount#49, cr_returned_date_sk#50]
(34) BroadcastHashJoin [codegen id : 10]
Left keys [2]: [cs_order_number#40, cs_item_sk#39]
Right keys [2]: [cr_order_number#47, cr_item_sk#46]
Join condition: None
(35) Project [codegen id : 10]
Output [6]: [cs_item_sk#39, cs_quantity#41, cs_net_paid#42, cs_sold_date_sk#44, cr_return_quantity#48, cr_return_amount#49]
Input [9]: [cs_item_sk#39, cs_order_number#40, cs_quantity#41, cs_net_paid#42, cs_sold_date_sk#44, cr_item_sk#46, cr_order_number#47, cr_return_quantity#48, cr_return_amount#49]
(36) ReusedExchange [Reuses operator id: 82]
Output [1]: [d_date_sk#51]
(37) BroadcastHashJoin [codegen id : 10]
Left keys [1]: [cs_sold_date_sk#44]
Right keys [1]: [d_date_sk#51]
Join condition: None
(38) Project [codegen id : 10]
Output [5]: [cs_item_sk#39, cs_quantity#41, cs_net_paid#42, cr_return_quantity#48, cr_return_amount#49]
Input [7]: [cs_item_sk#39, cs_quantity#41, cs_net_paid#42, cs_sold_date_sk#44, cr_return_quantity#48, cr_return_amount#49, d_date_sk#51]
(39) HashAggregate [codegen id : 10]
Input [5]: [cs_item_sk#39, cs_quantity#41, cs_net_paid#42, cr_return_quantity#48, cr_return_amount#49]
Keys [1]: [cs_item_sk#39]
Functions [4]: [partial_sum(coalesce(cr_return_quantity#48, 0)), partial_sum(coalesce(cs_quantity#41, 0)), partial_sum(coalesce(cast(cr_return_amount#49 as decimal(12,2)), 0.00)), partial_sum(coalesce(cast(cs_net_paid#42 as decimal(12,2)), 0.00))]
Aggregate Attributes [6]: [sum#52, sum#53, sum#54, isEmpty#55, sum#56, isEmpty#57]
Results [7]: [cs_item_sk#39, sum#58, sum#59, sum#60, isEmpty#61, sum#62, isEmpty#63]
(40) Exchange
Input [7]: [cs_item_sk#39, sum#58, sum#59, sum#60, isEmpty#61, sum#62, isEmpty#63]
Arguments: hashpartitioning(cs_item_sk#39, 5), ENSURE_REQUIREMENTS, [id=#64]
(41) HashAggregate [codegen id : 11]
Input [7]: [cs_item_sk#39, sum#58, sum#59, sum#60, isEmpty#61, sum#62, isEmpty#63]
Keys [1]: [cs_item_sk#39]
Functions [4]: [sum(coalesce(cr_return_quantity#48, 0)), sum(coalesce(cs_quantity#41, 0)), sum(coalesce(cast(cr_return_amount#49 as decimal(12,2)), 0.00)), sum(coalesce(cast(cs_net_paid#42 as decimal(12,2)), 0.00))]
Aggregate Attributes [4]: [sum(coalesce(cr_return_quantity#48, 0))#65, sum(coalesce(cs_quantity#41, 0))#66, sum(coalesce(cast(cr_return_amount#49 as decimal(12,2)), 0.00))#67, sum(coalesce(cast(cs_net_paid#42 as decimal(12,2)), 0.00))#68]
Results [3]: [cs_item_sk#39 AS item#69, CheckOverflow((promote_precision(cast(sum(coalesce(cr_return_quantity#48, 0))#65 as decimal(15,4))) / promote_precision(cast(sum(coalesce(cs_quantity#41, 0))#66 as decimal(15,4)))), DecimalType(35,20), true) AS return_ratio#70, CheckOverflow((promote_precision(cast(sum(coalesce(cast(cr_return_amount#49 as decimal(12,2)), 0.00))#67 as decimal(15,4))) / promote_precision(cast(sum(coalesce(cast(cs_net_paid#42 as decimal(12,2)), 0.00))#68 as decimal(15,4)))), DecimalType(35,20), true) AS currency_ratio#71]
(42) Exchange
Input [3]: [item#69, return_ratio#70, currency_ratio#71]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#72]
(43) Sort [codegen id : 12]
Input [3]: [item#69, return_ratio#70, currency_ratio#71]
Arguments: [return_ratio#70 ASC NULLS FIRST], false, 0
(44) Window
Input [3]: [item#69, return_ratio#70, currency_ratio#71]
Arguments: [rank(return_ratio#70) windowspecdefinition(return_ratio#70 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS return_rank#73], [return_ratio#70 ASC NULLS FIRST]
(45) Sort [codegen id : 13]
Input [4]: [item#69, return_ratio#70, currency_ratio#71, return_rank#73]
Arguments: [currency_ratio#71 ASC NULLS FIRST], false, 0
(46) Window
Input [4]: [item#69, return_ratio#70, currency_ratio#71, return_rank#73]
Arguments: [rank(currency_ratio#71) windowspecdefinition(currency_ratio#71 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS currency_rank#74], [currency_ratio#71 ASC NULLS FIRST]
(47) Filter [codegen id : 14]
Input [5]: [item#69, return_ratio#70, currency_ratio#71, return_rank#73, currency_rank#74]
Condition : ((return_rank#73 <= 10) OR (currency_rank#74 <= 10))
(48) Project [codegen id : 14]
Output [5]: [catalog AS channel#75, item#69, return_ratio#70, return_rank#73, currency_rank#74]
Input [5]: [item#69, return_ratio#70, currency_ratio#71, return_rank#73, currency_rank#74]
(49) Scan parquet default.store_sales
Output [6]: [ss_item_sk#76, ss_ticket_number#77, ss_quantity#78, ss_net_paid#79, ss_net_profit#80, ss_sold_date_sk#81]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#81), dynamicpruningexpression(ss_sold_date_sk#81 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)>
(50) ColumnarToRow [codegen id : 15]
Input [6]: [ss_item_sk#76, ss_ticket_number#77, ss_quantity#78, ss_net_paid#79, ss_net_profit#80, ss_sold_date_sk#81]
(51) Filter [codegen id : 15]
Input [6]: [ss_item_sk#76, ss_ticket_number#77, ss_quantity#78, ss_net_paid#79, ss_net_profit#80, ss_sold_date_sk#81]
Condition : (((((((isnotnull(ss_net_profit#80) AND isnotnull(ss_net_paid#79)) AND isnotnull(ss_quantity#78)) AND (ss_net_profit#80 > 1.00)) AND (ss_net_paid#79 > 0.00)) AND (ss_quantity#78 > 0)) AND isnotnull(ss_ticket_number#77)) AND isnotnull(ss_item_sk#76))
(52) Project [codegen id : 15]
Output [5]: [ss_item_sk#76, ss_ticket_number#77, ss_quantity#78, ss_net_paid#79, ss_sold_date_sk#81]
Input [6]: [ss_item_sk#76, ss_ticket_number#77, ss_quantity#78, ss_net_paid#79, ss_net_profit#80, ss_sold_date_sk#81]
(53) BroadcastExchange
Input [5]: [ss_item_sk#76, ss_ticket_number#77, ss_quantity#78, ss_net_paid#79, ss_sold_date_sk#81]
Arguments: HashedRelationBroadcastMode(List((shiftleft(cast(input[1, int, true] as bigint), 32) | (cast(input[0, int, true] as bigint) & 4294967295))),false), [id=#82]
(54) Scan parquet default.store_returns
Output [5]: [sr_item_sk#83, sr_ticket_number#84, sr_return_quantity#85, sr_return_amt#86, sr_returned_date_sk#87]
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:int,sr_ticket_number:int,sr_return_quantity:int,sr_return_amt:decimal(7,2)>
(55) ColumnarToRow
Input [5]: [sr_item_sk#83, sr_ticket_number#84, sr_return_quantity#85, sr_return_amt#86, sr_returned_date_sk#87]
(56) Filter
Input [5]: [sr_item_sk#83, sr_ticket_number#84, sr_return_quantity#85, sr_return_amt#86, sr_returned_date_sk#87]
Condition : (((isnotnull(sr_return_amt#86) AND (sr_return_amt#86 > 10000.00)) AND isnotnull(sr_ticket_number#84)) AND isnotnull(sr_item_sk#83))
(57) Project
Output [4]: [sr_item_sk#83, sr_ticket_number#84, sr_return_quantity#85, sr_return_amt#86]
Input [5]: [sr_item_sk#83, sr_ticket_number#84, sr_return_quantity#85, sr_return_amt#86, sr_returned_date_sk#87]
(58) BroadcastHashJoin [codegen id : 17]
Left keys [2]: [ss_ticket_number#77, ss_item_sk#76]
Right keys [2]: [sr_ticket_number#84, sr_item_sk#83]
Join condition: None
(59) Project [codegen id : 17]
Output [6]: [ss_item_sk#76, ss_quantity#78, ss_net_paid#79, ss_sold_date_sk#81, sr_return_quantity#85, sr_return_amt#86]
Input [9]: [ss_item_sk#76, ss_ticket_number#77, ss_quantity#78, ss_net_paid#79, ss_sold_date_sk#81, sr_item_sk#83, sr_ticket_number#84, sr_return_quantity#85, sr_return_amt#86]
(60) ReusedExchange [Reuses operator id: 82]
Output [1]: [d_date_sk#88]
(61) BroadcastHashJoin [codegen id : 17]
Left keys [1]: [ss_sold_date_sk#81]
Right keys [1]: [d_date_sk#88]
Join condition: None
(62) Project [codegen id : 17]
Output [5]: [ss_item_sk#76, ss_quantity#78, ss_net_paid#79, sr_return_quantity#85, sr_return_amt#86]
Input [7]: [ss_item_sk#76, ss_quantity#78, ss_net_paid#79, ss_sold_date_sk#81, sr_return_quantity#85, sr_return_amt#86, d_date_sk#88]
(63) HashAggregate [codegen id : 17]
Input [5]: [ss_item_sk#76, ss_quantity#78, ss_net_paid#79, sr_return_quantity#85, sr_return_amt#86]
Keys [1]: [ss_item_sk#76]
Functions [4]: [partial_sum(coalesce(sr_return_quantity#85, 0)), partial_sum(coalesce(ss_quantity#78, 0)), partial_sum(coalesce(cast(sr_return_amt#86 as decimal(12,2)), 0.00)), partial_sum(coalesce(cast(ss_net_paid#79 as decimal(12,2)), 0.00))]
Aggregate Attributes [6]: [sum#89, sum#90, sum#91, isEmpty#92, sum#93, isEmpty#94]
Results [7]: [ss_item_sk#76, sum#95, sum#96, sum#97, isEmpty#98, sum#99, isEmpty#100]
(64) Exchange
Input [7]: [ss_item_sk#76, sum#95, sum#96, sum#97, isEmpty#98, sum#99, isEmpty#100]
Arguments: hashpartitioning(ss_item_sk#76, 5), ENSURE_REQUIREMENTS, [id=#101]
(65) HashAggregate [codegen id : 18]
Input [7]: [ss_item_sk#76, sum#95, sum#96, sum#97, isEmpty#98, sum#99, isEmpty#100]
Keys [1]: [ss_item_sk#76]
Functions [4]: [sum(coalesce(sr_return_quantity#85, 0)), sum(coalesce(ss_quantity#78, 0)), sum(coalesce(cast(sr_return_amt#86 as decimal(12,2)), 0.00)), sum(coalesce(cast(ss_net_paid#79 as decimal(12,2)), 0.00))]
Aggregate Attributes [4]: [sum(coalesce(sr_return_quantity#85, 0))#102, sum(coalesce(ss_quantity#78, 0))#103, sum(coalesce(cast(sr_return_amt#86 as decimal(12,2)), 0.00))#104, sum(coalesce(cast(ss_net_paid#79 as decimal(12,2)), 0.00))#105]
Results [3]: [ss_item_sk#76 AS item#106, CheckOverflow((promote_precision(cast(sum(coalesce(sr_return_quantity#85, 0))#102 as decimal(15,4))) / promote_precision(cast(sum(coalesce(ss_quantity#78, 0))#103 as decimal(15,4)))), DecimalType(35,20), true) AS return_ratio#107, CheckOverflow((promote_precision(cast(sum(coalesce(cast(sr_return_amt#86 as decimal(12,2)), 0.00))#104 as decimal(15,4))) / promote_precision(cast(sum(coalesce(cast(ss_net_paid#79 as decimal(12,2)), 0.00))#105 as decimal(15,4)))), DecimalType(35,20), true) AS currency_ratio#108]
(66) Exchange
Input [3]: [item#106, return_ratio#107, currency_ratio#108]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [id=#109]
(67) Sort [codegen id : 19]
Input [3]: [item#106, return_ratio#107, currency_ratio#108]
Arguments: [return_ratio#107 ASC NULLS FIRST], false, 0
(68) Window
Input [3]: [item#106, return_ratio#107, currency_ratio#108]
Arguments: [rank(return_ratio#107) windowspecdefinition(return_ratio#107 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS return_rank#110], [return_ratio#107 ASC NULLS FIRST]
(69) Sort [codegen id : 20]
Input [4]: [item#106, return_ratio#107, currency_ratio#108, return_rank#110]
Arguments: [currency_ratio#108 ASC NULLS FIRST], false, 0
(70) Window
Input [4]: [item#106, return_ratio#107, currency_ratio#108, return_rank#110]
Arguments: [rank(currency_ratio#108) windowspecdefinition(currency_ratio#108 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS currency_rank#111], [currency_ratio#108 ASC NULLS FIRST]
(71) Filter [codegen id : 21]
Input [5]: [item#106, return_ratio#107, currency_ratio#108, return_rank#110, currency_rank#111]
Condition : ((return_rank#110 <= 10) OR (currency_rank#111 <= 10))
(72) Project [codegen id : 21]
Output [5]: [store AS channel#112, item#106, return_ratio#107, return_rank#110, currency_rank#111]
Input [5]: [item#106, return_ratio#107, currency_ratio#108, return_rank#110, currency_rank#111]
(73) Union
(74) HashAggregate [codegen id : 22]
Input [5]: [channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
Keys [5]: [channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
Functions: []
Aggregate Attributes: []
Results [5]: [channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
(75) Exchange
Input [5]: [channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
Arguments: hashpartitioning(channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37, 5), ENSURE_REQUIREMENTS, [id=#113]
(76) HashAggregate [codegen id : 23]
Input [5]: [channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
Keys [5]: [channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
Functions: []
Aggregate Attributes: []
Results [5]: [channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
(77) TakeOrderedAndProject
Input [5]: [channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
Arguments: 100, [channel#38 ASC NULLS FIRST, return_rank#36 ASC NULLS FIRST, currency_rank#37 ASC NULLS FIRST], [channel#38, item#32, return_ratio#33, return_rank#36, currency_rank#37]
===== Subqueries =====
Subquery:1 Hosting operator id = 1 Hosting Expression = ws_sold_date_sk#6 IN dynamicpruning#7
BroadcastExchange (82)
+- * Project (81)
+- * Filter (80)
+- * ColumnarToRow (79)
+- Scan parquet default.date_dim (78)
(78) Scan parquet default.date_dim
Output [3]: [d_date_sk#14, d_year#114, d_moy#115]
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>
(79) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#14, d_year#114, d_moy#115]
(80) Filter [codegen id : 1]
Input [3]: [d_date_sk#14, d_year#114, d_moy#115]
Condition : ((((isnotnull(d_year#114) AND isnotnull(d_moy#115)) AND (d_year#114 = 2001)) AND (d_moy#115 = 12)) AND isnotnull(d_date_sk#14))
(81) Project [codegen id : 1]
Output [1]: [d_date_sk#14]
Input [3]: [d_date_sk#14, d_year#114, d_moy#115]
(82) BroadcastExchange
Input [1]: [d_date_sk#14]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#116]
Subquery:2 Hosting operator id = 25 Hosting Expression = cs_sold_date_sk#44 IN dynamicpruning#7
Subquery:3 Hosting operator id = 49 Hosting Expression = ss_sold_date_sk#81 IN dynamicpruning#7