/
explain.txt
704 lines (572 loc) · 42.8 KB
/
explain.txt
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== Physical Plan ==
TakeOrderedAndProject (130)
+- * Project (129)
+- * SortMergeJoin Inner (128)
:- * Sort (70)
: +- Exchange (69)
: +- * HashAggregate (68)
: +- Exchange (67)
: +- * HashAggregate (66)
: +- * HashAggregate (65)
: +- Exchange (64)
: +- * HashAggregate (63)
: +- Union (62)
: :- * Project (25)
: : +- SortMergeJoin LeftOuter (24)
: : :- * Sort (18)
: : : +- Exchange (17)
: : : +- * Project (16)
: : : +- * BroadcastHashJoin Inner BuildRight (15)
: : : :- * Project (10)
: : : : +- * BroadcastHashJoin Inner BuildRight (9)
: : : : :- * Filter (3)
: : : : : +- * ColumnarToRow (2)
: : : : : +- Scan parquet default.catalog_sales (1)
: : : : +- BroadcastExchange (8)
: : : : +- * Project (7)
: : : : +- * Filter (6)
: : : : +- * ColumnarToRow (5)
: : : : +- Scan parquet default.item (4)
: : : +- BroadcastExchange (14)
: : : +- * Filter (13)
: : : +- * ColumnarToRow (12)
: : : +- Scan parquet default.date_dim (11)
: : +- * Sort (23)
: : +- Exchange (22)
: : +- * Filter (21)
: : +- * ColumnarToRow (20)
: : +- Scan parquet default.catalog_returns (19)
: :- * Project (43)
: : +- SortMergeJoin LeftOuter (42)
: : :- * Sort (36)
: : : +- Exchange (35)
: : : +- * Project (34)
: : : +- * BroadcastHashJoin Inner BuildRight (33)
: : : :- * Project (31)
: : : : +- * BroadcastHashJoin Inner BuildRight (30)
: : : : :- * Filter (28)
: : : : : +- * ColumnarToRow (27)
: : : : : +- Scan parquet default.store_sales (26)
: : : : +- ReusedExchange (29)
: : : +- ReusedExchange (32)
: : +- * Sort (41)
: : +- Exchange (40)
: : +- * Filter (39)
: : +- * ColumnarToRow (38)
: : +- Scan parquet default.store_returns (37)
: +- * Project (61)
: +- SortMergeJoin LeftOuter (60)
: :- * Sort (54)
: : +- Exchange (53)
: : +- * Project (52)
: : +- * BroadcastHashJoin Inner BuildRight (51)
: : :- * Project (49)
: : : +- * BroadcastHashJoin Inner BuildRight (48)
: : : :- * Filter (46)
: : : : +- * ColumnarToRow (45)
: : : : +- Scan parquet default.web_sales (44)
: : : +- ReusedExchange (47)
: : +- ReusedExchange (50)
: +- * Sort (59)
: +- Exchange (58)
: +- * Filter (57)
: +- * ColumnarToRow (56)
: +- Scan parquet default.web_returns (55)
+- * Sort (127)
+- Exchange (126)
+- * HashAggregate (125)
+- Exchange (124)
+- * HashAggregate (123)
+- * HashAggregate (122)
+- Exchange (121)
+- * HashAggregate (120)
+- Union (119)
:- * Project (88)
: +- SortMergeJoin LeftOuter (87)
: :- * Sort (84)
: : +- Exchange (83)
: : +- * Project (82)
: : +- * BroadcastHashJoin Inner BuildRight (81)
: : :- * Project (76)
: : : +- * BroadcastHashJoin Inner BuildRight (75)
: : : :- * Filter (73)
: : : : +- * ColumnarToRow (72)
: : : : +- Scan parquet default.catalog_sales (71)
: : : +- ReusedExchange (74)
: : +- BroadcastExchange (80)
: : +- * Filter (79)
: : +- * ColumnarToRow (78)
: : +- Scan parquet default.date_dim (77)
: +- * Sort (86)
: +- ReusedExchange (85)
:- * Project (103)
: +- SortMergeJoin LeftOuter (102)
: :- * Sort (99)
: : +- Exchange (98)
: : +- * Project (97)
: : +- * BroadcastHashJoin Inner BuildRight (96)
: : :- * Project (94)
: : : +- * BroadcastHashJoin Inner BuildRight (93)
: : : :- * Filter (91)
: : : : +- * ColumnarToRow (90)
: : : : +- Scan parquet default.store_sales (89)
: : : +- ReusedExchange (92)
: : +- ReusedExchange (95)
: +- * Sort (101)
: +- ReusedExchange (100)
+- * Project (118)
+- SortMergeJoin LeftOuter (117)
:- * Sort (114)
: +- Exchange (113)
: +- * Project (112)
: +- * BroadcastHashJoin Inner BuildRight (111)
: :- * Project (109)
: : +- * BroadcastHashJoin Inner BuildRight (108)
: : :- * Filter (106)
: : : +- * ColumnarToRow (105)
: : : +- Scan parquet default.web_sales (104)
: : +- ReusedExchange (107)
: +- ReusedExchange (110)
+- * Sort (116)
+- ReusedExchange (115)
(1) Scan parquet default.catalog_sales
Output [5]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_sales]
PushedFilters: [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_ext_sales_price:decimal(7,2)>
(2) ColumnarToRow [codegen id : 3]
Input [5]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5]
(3) Filter [codegen id : 3]
Input [5]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5]
Condition : (isnotnull(cs_item_sk#2) AND isnotnull(cs_sold_date_sk#1))
(4) Scan parquet default.item
Output [6]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_category#10, i_manufact_id#11]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_category), EqualTo(i_category,Books), IsNotNull(i_item_sk), IsNotNull(i_brand_id), IsNotNull(i_class_id), IsNotNull(i_category_id), IsNotNull(i_manufact_id)]
ReadSchema: struct<i_item_sk:int,i_brand_id:int,i_class_id:int,i_category_id:int,i_category:string,i_manufact_id:int>
(5) ColumnarToRow [codegen id : 1]
Input [6]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_category#10, i_manufact_id#11]
(6) Filter [codegen id : 1]
Input [6]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_category#10, i_manufact_id#11]
Condition : ((((((isnotnull(i_category#10) AND (i_category#10 = Books)) AND isnotnull(i_item_sk#6)) AND isnotnull(i_brand_id#7)) AND isnotnull(i_class_id#8)) AND isnotnull(i_category_id#9)) AND isnotnull(i_manufact_id#11))
(7) Project [codegen id : 1]
Output [5]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
Input [6]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_category#10, i_manufact_id#11]
(8) BroadcastExchange
Input [5]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#12]
(9) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [cs_item_sk#2]
Right keys [1]: [i_item_sk#6]
Join condition: None
(10) Project [codegen id : 3]
Output [9]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
Input [10]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
(11) Scan parquet default.date_dim
Output [2]: [d_date_sk#13, d_year#14]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2002), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int>
(12) ColumnarToRow [codegen id : 2]
Input [2]: [d_date_sk#13, d_year#14]
(13) Filter [codegen id : 2]
Input [2]: [d_date_sk#13, d_year#14]
Condition : ((isnotnull(d_year#14) AND (d_year#14 = 2002)) AND isnotnull(d_date_sk#13))
(14) BroadcastExchange
Input [2]: [d_date_sk#13, d_year#14]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#15]
(15) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [cs_sold_date_sk#1]
Right keys [1]: [d_date_sk#13]
Join condition: None
(16) Project [codegen id : 3]
Output [9]: [cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14]
Input [11]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_date_sk#13, d_year#14]
(17) Exchange
Input [9]: [cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14]
Arguments: hashpartitioning(cs_order_number#3, cs_item_sk#2, 5), ENSURE_REQUIREMENTS, [id=#16]
(18) Sort [codegen id : 4]
Input [9]: [cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14]
Arguments: [cs_order_number#3 ASC NULLS FIRST, cs_item_sk#2 ASC NULLS FIRST], false, 0
(19) Scan parquet default.catalog_returns
Output [4]: [cr_item_sk#17, cr_order_number#18, cr_return_quantity#19, cr_return_amount#20]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_returns]
PushedFilters: [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)>
(20) ColumnarToRow [codegen id : 5]
Input [4]: [cr_item_sk#17, cr_order_number#18, cr_return_quantity#19, cr_return_amount#20]
(21) Filter [codegen id : 5]
Input [4]: [cr_item_sk#17, cr_order_number#18, cr_return_quantity#19, cr_return_amount#20]
Condition : (isnotnull(cr_order_number#18) AND isnotnull(cr_item_sk#17))
(22) Exchange
Input [4]: [cr_item_sk#17, cr_order_number#18, cr_return_quantity#19, cr_return_amount#20]
Arguments: hashpartitioning(cr_order_number#18, cr_item_sk#17, 5), ENSURE_REQUIREMENTS, [id=#21]
(23) Sort [codegen id : 6]
Input [4]: [cr_item_sk#17, cr_order_number#18, cr_return_quantity#19, cr_return_amount#20]
Arguments: [cr_order_number#18 ASC NULLS FIRST, cr_item_sk#17 ASC NULLS FIRST], false, 0
(24) SortMergeJoin
Left keys [2]: [cs_order_number#3, cs_item_sk#2]
Right keys [2]: [cr_order_number#18, cr_item_sk#17]
Join condition: None
(25) Project [codegen id : 7]
Output [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, (cs_quantity#4 - coalesce(cr_return_quantity#19, 0)) AS sales_cnt#22, CheckOverflow((promote_precision(cast(cs_ext_sales_price#5 as decimal(8,2))) - promote_precision(cast(coalesce(cr_return_amount#20, 0.00) as decimal(8,2)))), DecimalType(8,2), true) AS sales_amt#23]
Input [13]: [cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14, cr_item_sk#17, cr_order_number#18, cr_return_quantity#19, cr_return_amount#20]
(26) Scan parquet default.store_sales
Output [5]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [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_ext_sales_price:decimal(7,2)>
(27) ColumnarToRow [codegen id : 10]
Input [5]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28]
(28) Filter [codegen id : 10]
Input [5]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28]
Condition : (isnotnull(ss_item_sk#25) AND isnotnull(ss_sold_date_sk#24))
(29) ReusedExchange [Reuses operator id: 8]
Output [5]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
(30) BroadcastHashJoin [codegen id : 10]
Left keys [1]: [ss_item_sk#25]
Right keys [1]: [i_item_sk#6]
Join condition: None
(31) Project [codegen id : 10]
Output [9]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
Input [10]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
(32) ReusedExchange [Reuses operator id: 14]
Output [2]: [d_date_sk#13, d_year#14]
(33) BroadcastHashJoin [codegen id : 10]
Left keys [1]: [ss_sold_date_sk#24]
Right keys [1]: [d_date_sk#13]
Join condition: None
(34) Project [codegen id : 10]
Output [9]: [ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14]
Input [11]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_date_sk#13, d_year#14]
(35) Exchange
Input [9]: [ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14]
Arguments: hashpartitioning(cast(ss_ticket_number#26 as bigint), cast(ss_item_sk#25 as bigint), 5), ENSURE_REQUIREMENTS, [id=#29]
(36) Sort [codegen id : 11]
Input [9]: [ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14]
Arguments: [cast(ss_ticket_number#26 as bigint) ASC NULLS FIRST, cast(ss_item_sk#25 as bigint) ASC NULLS FIRST], false, 0
(37) Scan parquet default.store_returns
Output [4]: [sr_item_sk#30, sr_ticket_number#31, sr_return_quantity#32, sr_return_amt#33]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_returns]
PushedFilters: [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)>
(38) ColumnarToRow [codegen id : 12]
Input [4]: [sr_item_sk#30, sr_ticket_number#31, sr_return_quantity#32, sr_return_amt#33]
(39) Filter [codegen id : 12]
Input [4]: [sr_item_sk#30, sr_ticket_number#31, sr_return_quantity#32, sr_return_amt#33]
Condition : (isnotnull(sr_ticket_number#31) AND isnotnull(sr_item_sk#30))
(40) Exchange
Input [4]: [sr_item_sk#30, sr_ticket_number#31, sr_return_quantity#32, sr_return_amt#33]
Arguments: hashpartitioning(sr_ticket_number#31, sr_item_sk#30, 5), ENSURE_REQUIREMENTS, [id=#34]
(41) Sort [codegen id : 13]
Input [4]: [sr_item_sk#30, sr_ticket_number#31, sr_return_quantity#32, sr_return_amt#33]
Arguments: [sr_ticket_number#31 ASC NULLS FIRST, sr_item_sk#30 ASC NULLS FIRST], false, 0
(42) SortMergeJoin
Left keys [2]: [cast(ss_ticket_number#26 as bigint), cast(ss_item_sk#25 as bigint)]
Right keys [2]: [sr_ticket_number#31, sr_item_sk#30]
Join condition: None
(43) Project [codegen id : 14]
Output [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, (ss_quantity#27 - coalesce(sr_return_quantity#32, 0)) AS sales_cnt#35, CheckOverflow((promote_precision(cast(ss_ext_sales_price#28 as decimal(8,2))) - promote_precision(cast(coalesce(sr_return_amt#33, 0.00) as decimal(8,2)))), DecimalType(8,2), true) AS sales_amt#36]
Input [13]: [ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14, sr_item_sk#30, sr_ticket_number#31, sr_return_quantity#32, sr_return_amt#33]
(44) Scan parquet default.web_sales
Output [5]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
PushedFilters: [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_ext_sales_price:decimal(7,2)>
(45) ColumnarToRow [codegen id : 17]
Input [5]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41]
(46) Filter [codegen id : 17]
Input [5]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41]
Condition : (isnotnull(ws_item_sk#38) AND isnotnull(ws_sold_date_sk#37))
(47) ReusedExchange [Reuses operator id: 8]
Output [5]: [i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
(48) BroadcastHashJoin [codegen id : 17]
Left keys [1]: [ws_item_sk#38]
Right keys [1]: [i_item_sk#6]
Join condition: None
(49) Project [codegen id : 17]
Output [9]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
Input [10]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_item_sk#6, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
(50) ReusedExchange [Reuses operator id: 14]
Output [2]: [d_date_sk#13, d_year#14]
(51) BroadcastHashJoin [codegen id : 17]
Left keys [1]: [ws_sold_date_sk#37]
Right keys [1]: [d_date_sk#13]
Join condition: None
(52) Project [codegen id : 17]
Output [9]: [ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14]
Input [11]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_date_sk#13, d_year#14]
(53) Exchange
Input [9]: [ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14]
Arguments: hashpartitioning(cast(ws_order_number#39 as bigint), cast(ws_item_sk#38 as bigint), 5), ENSURE_REQUIREMENTS, [id=#42]
(54) Sort [codegen id : 18]
Input [9]: [ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14]
Arguments: [cast(ws_order_number#39 as bigint) ASC NULLS FIRST, cast(ws_item_sk#38 as bigint) ASC NULLS FIRST], false, 0
(55) Scan parquet default.web_returns
Output [4]: [wr_item_sk#43, wr_order_number#44, wr_return_quantity#45, wr_return_amt#46]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_returns]
PushedFilters: [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)>
(56) ColumnarToRow [codegen id : 19]
Input [4]: [wr_item_sk#43, wr_order_number#44, wr_return_quantity#45, wr_return_amt#46]
(57) Filter [codegen id : 19]
Input [4]: [wr_item_sk#43, wr_order_number#44, wr_return_quantity#45, wr_return_amt#46]
Condition : (isnotnull(wr_order_number#44) AND isnotnull(wr_item_sk#43))
(58) Exchange
Input [4]: [wr_item_sk#43, wr_order_number#44, wr_return_quantity#45, wr_return_amt#46]
Arguments: hashpartitioning(wr_order_number#44, wr_item_sk#43, 5), ENSURE_REQUIREMENTS, [id=#47]
(59) Sort [codegen id : 20]
Input [4]: [wr_item_sk#43, wr_order_number#44, wr_return_quantity#45, wr_return_amt#46]
Arguments: [wr_order_number#44 ASC NULLS FIRST, wr_item_sk#43 ASC NULLS FIRST], false, 0
(60) SortMergeJoin
Left keys [2]: [cast(ws_order_number#39 as bigint), cast(ws_item_sk#38 as bigint)]
Right keys [2]: [wr_order_number#44, wr_item_sk#43]
Join condition: None
(61) Project [codegen id : 21]
Output [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, (ws_quantity#40 - coalesce(wr_return_quantity#45, 0)) AS sales_cnt#48, CheckOverflow((promote_precision(cast(ws_ext_sales_price#41 as decimal(8,2))) - promote_precision(cast(coalesce(wr_return_amt#46, 0.00) as decimal(8,2)))), DecimalType(8,2), true) AS sales_amt#49]
Input [13]: [ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, d_year#14, wr_item_sk#43, wr_order_number#44, wr_return_quantity#45, wr_return_amt#46]
(62) Union
(63) HashAggregate [codegen id : 22]
Input [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#22, sales_amt#23]
Keys [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#22, sales_amt#23]
Functions: []
Aggregate Attributes: []
Results [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#22, sales_amt#23]
(64) Exchange
Input [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#22, sales_amt#23]
Arguments: hashpartitioning(d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#22, sales_amt#23, 5), ENSURE_REQUIREMENTS, [id=#50]
(65) HashAggregate [codegen id : 23]
Input [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#22, sales_amt#23]
Keys [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#22, sales_amt#23]
Functions: []
Aggregate Attributes: []
Results [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#22, sales_amt#23]
(66) HashAggregate [codegen id : 23]
Input [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#22, sales_amt#23]
Keys [5]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
Functions [2]: [partial_sum(cast(sales_cnt#22 as bigint)), partial_sum(UnscaledValue(sales_amt#23))]
Aggregate Attributes [2]: [sum#51, sum#52]
Results [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sum#53, sum#54]
(67) Exchange
Input [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sum#53, sum#54]
Arguments: hashpartitioning(d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, 5), ENSURE_REQUIREMENTS, [id=#55]
(68) HashAggregate [codegen id : 24]
Input [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sum#53, sum#54]
Keys [5]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
Functions [2]: [sum(cast(sales_cnt#22 as bigint)), sum(UnscaledValue(sales_amt#23))]
Aggregate Attributes [2]: [sum(cast(sales_cnt#22 as bigint))#56, sum(UnscaledValue(sales_amt#23))#57]
Results [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sum(cast(sales_cnt#22 as bigint))#56 AS sales_cnt#58, MakeDecimal(sum(UnscaledValue(sales_amt#23))#57,18,2) AS sales_amt#59]
(69) Exchange
Input [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#58, sales_amt#59]
Arguments: hashpartitioning(i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, 5), ENSURE_REQUIREMENTS, [id=#60]
(70) Sort [codegen id : 25]
Input [7]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#58, sales_amt#59]
Arguments: [i_brand_id#7 ASC NULLS FIRST, i_class_id#8 ASC NULLS FIRST, i_category_id#9 ASC NULLS FIRST, i_manufact_id#11 ASC NULLS FIRST], false, 0
(71) Scan parquet default.catalog_sales
Output [5]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_sales]
PushedFilters: [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_ext_sales_price:decimal(7,2)>
(72) ColumnarToRow [codegen id : 28]
Input [5]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5]
(73) Filter [codegen id : 28]
Input [5]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5]
Condition : (isnotnull(cs_item_sk#2) AND isnotnull(cs_sold_date_sk#1))
(74) ReusedExchange [Reuses operator id: 8]
Output [5]: [i_item_sk#61, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
(75) BroadcastHashJoin [codegen id : 28]
Left keys [1]: [cs_item_sk#2]
Right keys [1]: [i_item_sk#61]
Join condition: None
(76) Project [codegen id : 28]
Output [9]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
Input [10]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_item_sk#61, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
(77) Scan parquet default.date_dim
Output [2]: [d_date_sk#66, d_year#67]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int>
(78) ColumnarToRow [codegen id : 27]
Input [2]: [d_date_sk#66, d_year#67]
(79) Filter [codegen id : 27]
Input [2]: [d_date_sk#66, d_year#67]
Condition : ((isnotnull(d_year#67) AND (d_year#67 = 2001)) AND isnotnull(d_date_sk#66))
(80) BroadcastExchange
Input [2]: [d_date_sk#66, d_year#67]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#68]
(81) BroadcastHashJoin [codegen id : 28]
Left keys [1]: [cs_sold_date_sk#1]
Right keys [1]: [d_date_sk#66]
Join condition: None
(82) Project [codegen id : 28]
Output [9]: [cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67]
Input [11]: [cs_sold_date_sk#1, cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_date_sk#66, d_year#67]
(83) Exchange
Input [9]: [cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67]
Arguments: hashpartitioning(cs_order_number#3, cs_item_sk#2, 5), ENSURE_REQUIREMENTS, [id=#69]
(84) Sort [codegen id : 29]
Input [9]: [cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67]
Arguments: [cs_order_number#3 ASC NULLS FIRST, cs_item_sk#2 ASC NULLS FIRST], false, 0
(85) ReusedExchange [Reuses operator id: 22]
Output [4]: [cr_item_sk#17, cr_order_number#18, cr_return_quantity#19, cr_return_amount#20]
(86) Sort [codegen id : 31]
Input [4]: [cr_item_sk#17, cr_order_number#18, cr_return_quantity#19, cr_return_amount#20]
Arguments: [cr_order_number#18 ASC NULLS FIRST, cr_item_sk#17 ASC NULLS FIRST], false, 0
(87) SortMergeJoin
Left keys [2]: [cs_order_number#3, cs_item_sk#2]
Right keys [2]: [cr_order_number#18, cr_item_sk#17]
Join condition: None
(88) Project [codegen id : 32]
Output [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, (cs_quantity#4 - coalesce(cr_return_quantity#19, 0)) AS sales_cnt#22, CheckOverflow((promote_precision(cast(cs_ext_sales_price#5 as decimal(8,2))) - promote_precision(cast(coalesce(cr_return_amount#20, 0.00) as decimal(8,2)))), DecimalType(8,2), true) AS sales_amt#23]
Input [13]: [cs_item_sk#2, cs_order_number#3, cs_quantity#4, cs_ext_sales_price#5, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67, cr_item_sk#17, cr_order_number#18, cr_return_quantity#19, cr_return_amount#20]
(89) Scan parquet default.store_sales
Output [5]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [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_ext_sales_price:decimal(7,2)>
(90) ColumnarToRow [codegen id : 35]
Input [5]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28]
(91) Filter [codegen id : 35]
Input [5]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28]
Condition : (isnotnull(ss_item_sk#25) AND isnotnull(ss_sold_date_sk#24))
(92) ReusedExchange [Reuses operator id: 8]
Output [5]: [i_item_sk#61, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
(93) BroadcastHashJoin [codegen id : 35]
Left keys [1]: [ss_item_sk#25]
Right keys [1]: [i_item_sk#61]
Join condition: None
(94) Project [codegen id : 35]
Output [9]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
Input [10]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_item_sk#61, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
(95) ReusedExchange [Reuses operator id: 80]
Output [2]: [d_date_sk#66, d_year#67]
(96) BroadcastHashJoin [codegen id : 35]
Left keys [1]: [ss_sold_date_sk#24]
Right keys [1]: [d_date_sk#66]
Join condition: None
(97) Project [codegen id : 35]
Output [9]: [ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67]
Input [11]: [ss_sold_date_sk#24, ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_date_sk#66, d_year#67]
(98) Exchange
Input [9]: [ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67]
Arguments: hashpartitioning(cast(ss_ticket_number#26 as bigint), cast(ss_item_sk#25 as bigint), 5), ENSURE_REQUIREMENTS, [id=#70]
(99) Sort [codegen id : 36]
Input [9]: [ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67]
Arguments: [cast(ss_ticket_number#26 as bigint) ASC NULLS FIRST, cast(ss_item_sk#25 as bigint) ASC NULLS FIRST], false, 0
(100) ReusedExchange [Reuses operator id: 40]
Output [4]: [sr_item_sk#30, sr_ticket_number#31, sr_return_quantity#32, sr_return_amt#33]
(101) Sort [codegen id : 38]
Input [4]: [sr_item_sk#30, sr_ticket_number#31, sr_return_quantity#32, sr_return_amt#33]
Arguments: [sr_ticket_number#31 ASC NULLS FIRST, sr_item_sk#30 ASC NULLS FIRST], false, 0
(102) SortMergeJoin
Left keys [2]: [cast(ss_ticket_number#26 as bigint), cast(ss_item_sk#25 as bigint)]
Right keys [2]: [sr_ticket_number#31, sr_item_sk#30]
Join condition: None
(103) Project [codegen id : 39]
Output [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, (ss_quantity#27 - coalesce(sr_return_quantity#32, 0)) AS sales_cnt#71, CheckOverflow((promote_precision(cast(ss_ext_sales_price#28 as decimal(8,2))) - promote_precision(cast(coalesce(sr_return_amt#33, 0.00) as decimal(8,2)))), DecimalType(8,2), true) AS sales_amt#72]
Input [13]: [ss_item_sk#25, ss_ticket_number#26, ss_quantity#27, ss_ext_sales_price#28, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67, sr_item_sk#30, sr_ticket_number#31, sr_return_quantity#32, sr_return_amt#33]
(104) Scan parquet default.web_sales
Output [5]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
PushedFilters: [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_ext_sales_price:decimal(7,2)>
(105) ColumnarToRow [codegen id : 42]
Input [5]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41]
(106) Filter [codegen id : 42]
Input [5]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41]
Condition : (isnotnull(ws_item_sk#38) AND isnotnull(ws_sold_date_sk#37))
(107) ReusedExchange [Reuses operator id: 8]
Output [5]: [i_item_sk#61, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
(108) BroadcastHashJoin [codegen id : 42]
Left keys [1]: [ws_item_sk#38]
Right keys [1]: [i_item_sk#61]
Join condition: None
(109) Project [codegen id : 42]
Output [9]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
Input [10]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_item_sk#61, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
(110) ReusedExchange [Reuses operator id: 80]
Output [2]: [d_date_sk#66, d_year#67]
(111) BroadcastHashJoin [codegen id : 42]
Left keys [1]: [ws_sold_date_sk#37]
Right keys [1]: [d_date_sk#66]
Join condition: None
(112) Project [codegen id : 42]
Output [9]: [ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67]
Input [11]: [ws_sold_date_sk#37, ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_date_sk#66, d_year#67]
(113) Exchange
Input [9]: [ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67]
Arguments: hashpartitioning(cast(ws_order_number#39 as bigint), cast(ws_item_sk#38 as bigint), 5), ENSURE_REQUIREMENTS, [id=#73]
(114) Sort [codegen id : 43]
Input [9]: [ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67]
Arguments: [cast(ws_order_number#39 as bigint) ASC NULLS FIRST, cast(ws_item_sk#38 as bigint) ASC NULLS FIRST], false, 0
(115) ReusedExchange [Reuses operator id: 58]
Output [4]: [wr_item_sk#43, wr_order_number#44, wr_return_quantity#45, wr_return_amt#46]
(116) Sort [codegen id : 45]
Input [4]: [wr_item_sk#43, wr_order_number#44, wr_return_quantity#45, wr_return_amt#46]
Arguments: [wr_order_number#44 ASC NULLS FIRST, wr_item_sk#43 ASC NULLS FIRST], false, 0
(117) SortMergeJoin
Left keys [2]: [cast(ws_order_number#39 as bigint), cast(ws_item_sk#38 as bigint)]
Right keys [2]: [wr_order_number#44, wr_item_sk#43]
Join condition: None
(118) Project [codegen id : 46]
Output [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, (ws_quantity#40 - coalesce(wr_return_quantity#45, 0)) AS sales_cnt#74, CheckOverflow((promote_precision(cast(ws_ext_sales_price#41 as decimal(8,2))) - promote_precision(cast(coalesce(wr_return_amt#46, 0.00) as decimal(8,2)))), DecimalType(8,2), true) AS sales_amt#75]
Input [13]: [ws_item_sk#38, ws_order_number#39, ws_quantity#40, ws_ext_sales_price#41, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, d_year#67, wr_item_sk#43, wr_order_number#44, wr_return_quantity#45, wr_return_amt#46]
(119) Union
(120) HashAggregate [codegen id : 47]
Input [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#22, sales_amt#23]
Keys [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#22, sales_amt#23]
Functions: []
Aggregate Attributes: []
Results [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#22, sales_amt#23]
(121) Exchange
Input [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#22, sales_amt#23]
Arguments: hashpartitioning(d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#22, sales_amt#23, 5), ENSURE_REQUIREMENTS, [id=#76]
(122) HashAggregate [codegen id : 48]
Input [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#22, sales_amt#23]
Keys [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#22, sales_amt#23]
Functions: []
Aggregate Attributes: []
Results [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#22, sales_amt#23]
(123) HashAggregate [codegen id : 48]
Input [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#22, sales_amt#23]
Keys [5]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
Functions [2]: [partial_sum(cast(sales_cnt#22 as bigint)), partial_sum(UnscaledValue(sales_amt#23))]
Aggregate Attributes [2]: [sum#77, sum#78]
Results [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sum#79, sum#80]
(124) Exchange
Input [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sum#79, sum#80]
Arguments: hashpartitioning(d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, 5), ENSURE_REQUIREMENTS, [id=#81]
(125) HashAggregate [codegen id : 49]
Input [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sum#79, sum#80]
Keys [5]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
Functions [2]: [sum(cast(sales_cnt#22 as bigint)), sum(UnscaledValue(sales_amt#23))]
Aggregate Attributes [2]: [sum(cast(sales_cnt#22 as bigint))#82, sum(UnscaledValue(sales_amt#23))#83]
Results [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sum(cast(sales_cnt#22 as bigint))#82 AS sales_cnt#84, MakeDecimal(sum(UnscaledValue(sales_amt#23))#83,18,2) AS sales_amt#85]
(126) Exchange
Input [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#84, sales_amt#85]
Arguments: hashpartitioning(i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, 5), ENSURE_REQUIREMENTS, [id=#86]
(127) Sort [codegen id : 50]
Input [7]: [d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#84, sales_amt#85]
Arguments: [i_brand_id#62 ASC NULLS FIRST, i_class_id#63 ASC NULLS FIRST, i_category_id#64 ASC NULLS FIRST, i_manufact_id#65 ASC NULLS FIRST], false, 0
(128) SortMergeJoin [codegen id : 51]
Left keys [4]: [i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11]
Right keys [4]: [i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65]
Join condition: (CheckOverflow((promote_precision(cast(sales_cnt#58 as decimal(17,2))) / promote_precision(cast(sales_cnt#84 as decimal(17,2)))), DecimalType(37,20), true) < 0.90000000000000000000)
(129) Project [codegen id : 51]
Output [10]: [d_year#67 AS prev_year#87, d_year#14 AS year#88, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#84 AS prev_yr_cnt#89, sales_cnt#58 AS curr_yr_cnt#90, (sales_cnt#58 - sales_cnt#84) AS sales_cnt_diff#91, CheckOverflow((promote_precision(cast(sales_amt#59 as decimal(19,2))) - promote_precision(cast(sales_amt#85 as decimal(19,2)))), DecimalType(19,2), true) AS sales_amt_diff#92]
Input [14]: [d_year#14, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, sales_cnt#58, sales_amt#59, d_year#67, i_brand_id#62, i_class_id#63, i_category_id#64, i_manufact_id#65, sales_cnt#84, sales_amt#85]
(130) TakeOrderedAndProject
Input [10]: [prev_year#87, year#88, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, prev_yr_cnt#89, curr_yr_cnt#90, sales_cnt_diff#91, sales_amt_diff#92]
Arguments: 100, [sales_cnt_diff#91 ASC NULLS FIRST, sales_amt_diff#92 ASC NULLS FIRST], [prev_year#87, year#88, i_brand_id#7, i_class_id#8, i_category_id#9, i_manufact_id#11, prev_yr_cnt#89, curr_yr_cnt#90, sales_cnt_diff#91, sales_amt_diff#92]