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