== Physical Plan ==
* CometColumnarToRow (128)
+- CometTakeOrderedAndProject (127)
   +- CometProject (126)
      +- CometSortMergeJoin (125)
         :- CometSort (68)
         :  +- CometColumnarExchange (67)
         :     +- * Filter (66)
         :        +- * HashAggregate (65)
         :           +- * CometColumnarToRow (64)
         :              +- CometColumnarExchange (63)
         :                 +- * HashAggregate (62)
         :                    +- * CometColumnarToRow (61)
         :                       +- CometHashAggregate (60)
         :                          +- CometExchange (59)
         :                             +- CometHashAggregate (58)
         :                                +- CometUnion (57)
         :                                   :- CometProject (22)
         :                                   :  +- CometSortMergeJoin (21)
         :                                   :     :- CometSort (15)
         :                                   :     :  +- CometExchange (14)
         :                                   :     :     +- CometProject (13)
         :                                   :     :        +- CometBroadcastHashJoin (12)
         :                                   :     :           :- CometProject (8)
         :                                   :     :           :  +- CometBroadcastHashJoin (7)
         :                                   :     :           :     :- CometFilter (2)
         :                                   :     :           :     :  +- CometScan parquet spark_catalog.default.catalog_sales (1)
         :                                   :     :           :     +- CometBroadcastExchange (6)
         :                                   :     :           :        +- CometProject (5)
         :                                   :     :           :           +- CometFilter (4)
         :                                   :     :           :              +- CometScan parquet spark_catalog.default.item (3)
         :                                   :     :           +- CometBroadcastExchange (11)
         :                                   :     :              +- CometFilter (10)
         :                                   :     :                 +- CometScan parquet spark_catalog.default.date_dim (9)
         :                                   :     +- CometSort (20)
         :                                   :        +- CometExchange (19)
         :                                   :           +- CometProject (18)
         :                                   :              +- CometFilter (17)
         :                                   :                 +- CometScan parquet spark_catalog.default.catalog_returns (16)
         :                                   :- CometProject (39)
         :                                   :  +- CometSortMergeJoin (38)
         :                                   :     :- CometSort (32)
         :                                   :     :  +- CometExchange (31)
         :                                   :     :     +- CometProject (30)
         :                                   :     :        +- CometBroadcastHashJoin (29)
         :                                   :     :           :- CometProject (27)
         :                                   :     :           :  +- CometBroadcastHashJoin (26)
         :                                   :     :           :     :- CometFilter (24)
         :                                   :     :           :     :  +- CometScan parquet spark_catalog.default.store_sales (23)
         :                                   :     :           :     +- ReusedExchange (25)
         :                                   :     :           +- ReusedExchange (28)
         :                                   :     +- CometSort (37)
         :                                   :        +- CometExchange (36)
         :                                   :           +- CometProject (35)
         :                                   :              +- CometFilter (34)
         :                                   :                 +- CometScan parquet spark_catalog.default.store_returns (33)
         :                                   +- CometProject (56)
         :                                      +- CometSortMergeJoin (55)
         :                                         :- CometSort (49)
         :                                         :  +- CometExchange (48)
         :                                         :     +- CometProject (47)
         :                                         :        +- CometBroadcastHashJoin (46)
         :                                         :           :- CometProject (44)
         :                                         :           :  +- CometBroadcastHashJoin (43)
         :                                         :           :     :- CometFilter (41)
         :                                         :           :     :  +- CometScan parquet spark_catalog.default.web_sales (40)
         :                                         :           :     +- ReusedExchange (42)
         :                                         :           +- ReusedExchange (45)
         :                                         +- CometSort (54)
         :                                            +- CometExchange (53)
         :                                               +- CometProject (52)
         :                                                  +- CometFilter (51)
         :                                                     +- CometScan parquet spark_catalog.default.web_returns (50)
         +- CometSort (124)
            +- CometColumnarExchange (123)
               +- * Filter (122)
                  +- * HashAggregate (121)
                     +- * CometColumnarToRow (120)
                        +- CometColumnarExchange (119)
                           +- * HashAggregate (118)
                              +- * CometColumnarToRow (117)
                                 +- CometHashAggregate (116)
                                    +- CometExchange (115)
                                       +- CometHashAggregate (114)
                                          +- CometUnion (113)
                                             :- CometProject (84)
                                             :  +- CometSortMergeJoin (83)
                                             :     :- CometSort (80)
                                             :     :  +- CometExchange (79)
                                             :     :     +- CometProject (78)
                                             :     :        +- CometBroadcastHashJoin (77)
                                             :     :           :- CometProject (73)
                                             :     :           :  +- CometBroadcastHashJoin (72)
                                             :     :           :     :- CometFilter (70)
                                             :     :           :     :  +- CometScan parquet spark_catalog.default.catalog_sales (69)
                                             :     :           :     +- ReusedExchange (71)
                                             :     :           +- CometBroadcastExchange (76)
                                             :     :              +- CometFilter (75)
                                             :     :                 +- CometScan parquet spark_catalog.default.date_dim (74)
                                             :     +- CometSort (82)
                                             :        +- ReusedExchange (81)
                                             :- CometProject (98)
                                             :  +- CometSortMergeJoin (97)
                                             :     :- CometSort (94)
                                             :     :  +- CometExchange (93)
                                             :     :     +- CometProject (92)
                                             :     :        +- CometBroadcastHashJoin (91)
                                             :     :           :- CometProject (89)
                                             :     :           :  +- CometBroadcastHashJoin (88)
                                             :     :           :     :- CometFilter (86)
                                             :     :           :     :  +- CometScan parquet spark_catalog.default.store_sales (85)
                                             :     :           :     +- ReusedExchange (87)
                                             :     :           +- ReusedExchange (90)
                                             :     +- CometSort (96)
                                             :        +- ReusedExchange (95)
                                             +- CometProject (112)
                                                +- CometSortMergeJoin (111)
                                                   :- CometSort (108)
                                                   :  +- CometExchange (107)
                                                   :     +- CometProject (106)
                                                   :        +- CometBroadcastHashJoin (105)
                                                   :           :- CometProject (103)
                                                   :           :  +- CometBroadcastHashJoin (102)
                                                   :           :     :- CometFilter (100)
                                                   :           :     :  +- CometScan parquet spark_catalog.default.web_sales (99)
                                                   :           :     +- ReusedExchange (101)
                                                   :           +- ReusedExchange (104)
                                                   +- CometSort (110)
                                                      +- ReusedExchange (109)


(1) CometScan parquet spark_catalog.default.catalog_sales
Output [5]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, cs_sold_date_sk#5]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#5), dynamicpruningexpression(cs_sold_date_sk#5 IN dynamicpruning#6)]
PushedFilters: [IsNotNull(cs_item_sk)]
ReadSchema: struct<cs_item_sk:int,cs_order_number:int,cs_quantity:int,cs_ext_sales_price:decimal(7,2)>

(2) CometFilter
Input [5]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, cs_sold_date_sk#5]
Condition : isnotnull(cs_item_sk#1)

(3) CometScan parquet spark_catalog.default.item
Output [6]: [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, i_category#11, i_manufact_id#12]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [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>

(4) CometFilter
Input [6]: [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, i_category#11, i_manufact_id#12]
Condition : ((((((staticinvoke(class org.apache.spark.sql.catalyst.util.CharVarcharCodegenUtils, StringType, readSidePadding, i_category#11, 50, true, false, true) = Books                                             ) AND isnotnull(i_item_sk#7)) AND isnotnull(i_brand_id#8)) AND isnotnull(i_class_id#9)) AND isnotnull(i_category_id#10)) AND isnotnull(i_manufact_id#12))

(5) CometProject
Input [6]: [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, i_category#11, i_manufact_id#12]
Arguments: [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12], [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12]

(6) CometBroadcastExchange
Input [5]: [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12]
Arguments: [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12]

(7) CometBroadcastHashJoin
Left output [5]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, cs_sold_date_sk#5]
Right output [5]: [i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12]
Arguments: [cs_item_sk#1], [i_item_sk#7], Inner, BuildRight

(8) CometProject
Input [10]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, cs_sold_date_sk#5, i_item_sk#7, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12]
Arguments: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, cs_sold_date_sk#5, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12], [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, cs_sold_date_sk#5, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12]

(9) CometScan parquet spark_catalog.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>

(10) CometFilter
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))

(11) CometBroadcastExchange
Input [2]: [d_date_sk#13, d_year#14]
Arguments: [d_date_sk#13, d_year#14]

(12) CometBroadcastHashJoin
Left output [9]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, cs_sold_date_sk#5, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12]
Right output [2]: [d_date_sk#13, d_year#14]
Arguments: [cs_sold_date_sk#5], [d_date_sk#13], Inner, BuildRight

(13) CometProject
Input [11]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, cs_sold_date_sk#5, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, d_date_sk#13, d_year#14]
Arguments: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, d_year#14], [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, d_year#14]

(14) CometExchange
Input [9]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, d_year#14]
Arguments: hashpartitioning(cs_order_number#2, cs_item_sk#1, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=1]

(15) CometSort
Input [9]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, d_year#14]
Arguments: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, d_year#14], [cs_order_number#2 ASC NULLS FIRST, cs_item_sk#1 ASC NULLS FIRST]

(16) CometScan parquet spark_catalog.default.catalog_returns
Output [5]: [cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18, cr_returned_date_sk#19]
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)>

(17) CometFilter
Input [5]: [cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18, cr_returned_date_sk#19]
Condition : (isnotnull(cr_order_number#16) AND isnotnull(cr_item_sk#15))

(18) CometProject
Input [5]: [cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18, cr_returned_date_sk#19]
Arguments: [cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18], [cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18]

(19) CometExchange
Input [4]: [cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18]
Arguments: hashpartitioning(cr_order_number#16, cr_item_sk#15, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2]

(20) CometSort
Input [4]: [cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18]
Arguments: [cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18], [cr_order_number#16 ASC NULLS FIRST, cr_item_sk#15 ASC NULLS FIRST]

(21) CometSortMergeJoin
Left output [9]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, d_year#14]
Right output [4]: [cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18]
Arguments: [cs_order_number#2, cs_item_sk#1], [cr_order_number#16, cr_item_sk#15], LeftOuter

(22) CometProject
Input [13]: [cs_item_sk#1, cs_order_number#2, cs_quantity#3, cs_ext_sales_price#4, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, d_year#14, cr_item_sk#15, cr_order_number#16, cr_return_quantity#17, cr_return_amount#18]
Arguments: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21], [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, (cs_quantity#3 - coalesce(cr_return_quantity#17, 0)) AS sales_cnt#20, (cs_ext_sales_price#4 - coalesce(cr_return_amount#18, 0.00)) AS sales_amt#21]

(23) CometScan parquet spark_catalog.default.store_sales
Output [5]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, ss_sold_date_sk#26]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#26), dynamicpruningexpression(ss_sold_date_sk#26 IN dynamicpruning#27)]
PushedFilters: [IsNotNull(ss_item_sk)]
ReadSchema: struct<ss_item_sk:int,ss_ticket_number:int,ss_quantity:int,ss_ext_sales_price:decimal(7,2)>

(24) CometFilter
Input [5]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, ss_sold_date_sk#26]
Condition : isnotnull(ss_item_sk#22)

(25) ReusedExchange [Reuses operator id: 6]
Output [5]: [i_item_sk#28, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32]

(26) CometBroadcastHashJoin
Left output [5]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, ss_sold_date_sk#26]
Right output [5]: [i_item_sk#28, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32]
Arguments: [ss_item_sk#22], [i_item_sk#28], Inner, BuildRight

(27) CometProject
Input [10]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, ss_sold_date_sk#26, i_item_sk#28, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32]
Arguments: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, ss_sold_date_sk#26, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32], [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, ss_sold_date_sk#26, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32]

(28) ReusedExchange [Reuses operator id: 11]
Output [2]: [d_date_sk#33, d_year#34]

(29) CometBroadcastHashJoin
Left output [9]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, ss_sold_date_sk#26, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32]
Right output [2]: [d_date_sk#33, d_year#34]
Arguments: [ss_sold_date_sk#26], [d_date_sk#33], Inner, BuildRight

(30) CometProject
Input [11]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, ss_sold_date_sk#26, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, d_date_sk#33, d_year#34]
Arguments: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, d_year#34], [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, d_year#34]

(31) CometExchange
Input [9]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, d_year#34]
Arguments: hashpartitioning(ss_ticket_number#23, ss_item_sk#22, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3]

(32) CometSort
Input [9]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, d_year#34]
Arguments: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, d_year#34], [ss_ticket_number#23 ASC NULLS FIRST, ss_item_sk#22 ASC NULLS FIRST]

(33) CometScan parquet spark_catalog.default.store_returns
Output [5]: [sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38, sr_returned_date_sk#39]
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:int,sr_ticket_number:int,sr_return_quantity:int,sr_return_amt:decimal(7,2)>

(34) CometFilter
Input [5]: [sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38, sr_returned_date_sk#39]
Condition : (isnotnull(sr_ticket_number#36) AND isnotnull(sr_item_sk#35))

(35) CometProject
Input [5]: [sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38, sr_returned_date_sk#39]
Arguments: [sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38], [sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38]

(36) CometExchange
Input [4]: [sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38]
Arguments: hashpartitioning(sr_ticket_number#36, sr_item_sk#35, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=4]

(37) CometSort
Input [4]: [sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38]
Arguments: [sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38], [sr_ticket_number#36 ASC NULLS FIRST, sr_item_sk#35 ASC NULLS FIRST]

(38) CometSortMergeJoin
Left output [9]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, d_year#34]
Right output [4]: [sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38]
Arguments: [ss_ticket_number#23, ss_item_sk#22], [sr_ticket_number#36, sr_item_sk#35], LeftOuter

(39) CometProject
Input [13]: [ss_item_sk#22, ss_ticket_number#23, ss_quantity#24, ss_ext_sales_price#25, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, d_year#34, sr_item_sk#35, sr_ticket_number#36, sr_return_quantity#37, sr_return_amt#38]
Arguments: [d_year#34, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, sales_cnt#40, sales_amt#41], [d_year#34, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, (ss_quantity#24 - coalesce(sr_return_quantity#37, 0)) AS sales_cnt#40, (ss_ext_sales_price#25 - coalesce(sr_return_amt#38, 0.00)) AS sales_amt#41]

(40) CometScan parquet spark_catalog.default.web_sales
Output [5]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, ws_sold_date_sk#46]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#46), dynamicpruningexpression(ws_sold_date_sk#46 IN dynamicpruning#47)]
PushedFilters: [IsNotNull(ws_item_sk)]
ReadSchema: struct<ws_item_sk:int,ws_order_number:int,ws_quantity:int,ws_ext_sales_price:decimal(7,2)>

(41) CometFilter
Input [5]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, ws_sold_date_sk#46]
Condition : isnotnull(ws_item_sk#42)

(42) ReusedExchange [Reuses operator id: 6]
Output [5]: [i_item_sk#48, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52]

(43) CometBroadcastHashJoin
Left output [5]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, ws_sold_date_sk#46]
Right output [5]: [i_item_sk#48, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52]
Arguments: [ws_item_sk#42], [i_item_sk#48], Inner, BuildRight

(44) CometProject
Input [10]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, ws_sold_date_sk#46, i_item_sk#48, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52]
Arguments: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, ws_sold_date_sk#46, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52], [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, ws_sold_date_sk#46, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52]

(45) ReusedExchange [Reuses operator id: 11]
Output [2]: [d_date_sk#53, d_year#54]

(46) CometBroadcastHashJoin
Left output [9]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, ws_sold_date_sk#46, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52]
Right output [2]: [d_date_sk#53, d_year#54]
Arguments: [ws_sold_date_sk#46], [d_date_sk#53], Inner, BuildRight

(47) CometProject
Input [11]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, ws_sold_date_sk#46, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, d_date_sk#53, d_year#54]
Arguments: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, d_year#54], [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, d_year#54]

(48) CometExchange
Input [9]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, d_year#54]
Arguments: hashpartitioning(ws_order_number#43, ws_item_sk#42, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=5]

(49) CometSort
Input [9]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, d_year#54]
Arguments: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, d_year#54], [ws_order_number#43 ASC NULLS FIRST, ws_item_sk#42 ASC NULLS FIRST]

(50) CometScan parquet spark_catalog.default.web_returns
Output [5]: [wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58, wr_returned_date_sk#59]
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:int,wr_order_number:int,wr_return_quantity:int,wr_return_amt:decimal(7,2)>

(51) CometFilter
Input [5]: [wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58, wr_returned_date_sk#59]
Condition : (isnotnull(wr_order_number#56) AND isnotnull(wr_item_sk#55))

(52) CometProject
Input [5]: [wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58, wr_returned_date_sk#59]
Arguments: [wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58], [wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58]

(53) CometExchange
Input [4]: [wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58]
Arguments: hashpartitioning(wr_order_number#56, wr_item_sk#55, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=6]

(54) CometSort
Input [4]: [wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58]
Arguments: [wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58], [wr_order_number#56 ASC NULLS FIRST, wr_item_sk#55 ASC NULLS FIRST]

(55) CometSortMergeJoin
Left output [9]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, d_year#54]
Right output [4]: [wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58]
Arguments: [ws_order_number#43, ws_item_sk#42], [wr_order_number#56, wr_item_sk#55], LeftOuter

(56) CometProject
Input [13]: [ws_item_sk#42, ws_order_number#43, ws_quantity#44, ws_ext_sales_price#45, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, d_year#54, wr_item_sk#55, wr_order_number#56, wr_return_quantity#57, wr_return_amt#58]
Arguments: [d_year#54, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, sales_cnt#60, sales_amt#61], [d_year#54, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, (ws_quantity#44 - coalesce(wr_return_quantity#57, 0)) AS sales_cnt#60, (ws_ext_sales_price#45 - coalesce(wr_return_amt#58, 0.00)) AS sales_amt#61]

(57) CometUnion
Child 0 Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21]
Child 1 Input [7]: [d_year#34, i_brand_id#29, i_class_id#30, i_category_id#31, i_manufact_id#32, sales_cnt#40, sales_amt#41]
Child 2 Input [7]: [d_year#54, i_brand_id#49, i_class_id#50, i_category_id#51, i_manufact_id#52, sales_cnt#60, sales_amt#61]

(58) CometHashAggregate
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21]
Keys [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21]
Functions: []

(59) CometExchange
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21]
Arguments: hashpartitioning(d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=7]

(60) CometHashAggregate
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21]
Keys [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21]
Functions: []

(61) CometColumnarToRow [codegen id : 1]
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21]

(62) HashAggregate [codegen id : 1]
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#20, sales_amt#21]
Keys [5]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12]
Functions [2]: [partial_sum(sales_cnt#20), partial_sum(UnscaledValue(sales_amt#21))]
Aggregate Attributes [2]: [sum#62, sum#63]
Results [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sum#64, sum#65]

(63) CometColumnarExchange
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sum#64, sum#65]
Arguments: hashpartitioning(d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, 5), ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=8]

(64) CometColumnarToRow [codegen id : 2]
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sum#64, sum#65]

(65) HashAggregate [codegen id : 2]
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sum#64, sum#65]
Keys [5]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12]
Functions [2]: [sum(sales_cnt#20), sum(UnscaledValue(sales_amt#21))]
Aggregate Attributes [2]: [sum(sales_cnt#20)#66, sum(UnscaledValue(sales_amt#21))#67]
Results [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sum(sales_cnt#20)#66 AS sales_cnt#68, MakeDecimal(sum(UnscaledValue(sales_amt#21))#67,18,2) AS sales_amt#69]

(66) Filter [codegen id : 2]
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#68, sales_amt#69]
Condition : isnotnull(sales_cnt#68)

(67) CometColumnarExchange
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#68, sales_amt#69]
Arguments: hashpartitioning(i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, 5), ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=9]

(68) CometSort
Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#68, sales_amt#69]
Arguments: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#68, sales_amt#69], [i_brand_id#8 ASC NULLS FIRST, i_class_id#9 ASC NULLS FIRST, i_category_id#10 ASC NULLS FIRST, i_manufact_id#12 ASC NULLS FIRST]

(69) CometScan parquet spark_catalog.default.catalog_sales
Output [5]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, cs_sold_date_sk#74]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#74), dynamicpruningexpression(cs_sold_date_sk#74 IN dynamicpruning#75)]
PushedFilters: [IsNotNull(cs_item_sk)]
ReadSchema: struct<cs_item_sk:int,cs_order_number:int,cs_quantity:int,cs_ext_sales_price:decimal(7,2)>

(70) CometFilter
Input [5]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, cs_sold_date_sk#74]
Condition : isnotnull(cs_item_sk#70)

(71) ReusedExchange [Reuses operator id: 6]
Output [5]: [i_item_sk#76, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80]

(72) CometBroadcastHashJoin
Left output [5]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, cs_sold_date_sk#74]
Right output [5]: [i_item_sk#76, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80]
Arguments: [cs_item_sk#70], [i_item_sk#76], Inner, BuildRight

(73) CometProject
Input [10]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, cs_sold_date_sk#74, i_item_sk#76, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80]
Arguments: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, cs_sold_date_sk#74, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80], [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, cs_sold_date_sk#74, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80]

(74) CometScan parquet spark_catalog.default.date_dim
Output [2]: [d_date_sk#81, d_year#82]
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>

(75) CometFilter
Input [2]: [d_date_sk#81, d_year#82]
Condition : ((isnotnull(d_year#82) AND (d_year#82 = 2001)) AND isnotnull(d_date_sk#81))

(76) CometBroadcastExchange
Input [2]: [d_date_sk#81, d_year#82]
Arguments: [d_date_sk#81, d_year#82]

(77) CometBroadcastHashJoin
Left output [9]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, cs_sold_date_sk#74, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80]
Right output [2]: [d_date_sk#81, d_year#82]
Arguments: [cs_sold_date_sk#74], [d_date_sk#81], Inner, BuildRight

(78) CometProject
Input [11]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, cs_sold_date_sk#74, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, d_date_sk#81, d_year#82]
Arguments: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, d_year#82], [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, d_year#82]

(79) CometExchange
Input [9]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, d_year#82]
Arguments: hashpartitioning(cs_order_number#71, cs_item_sk#70, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=10]

(80) CometSort
Input [9]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, d_year#82]
Arguments: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, d_year#82], [cs_order_number#71 ASC NULLS FIRST, cs_item_sk#70 ASC NULLS FIRST]

(81) ReusedExchange [Reuses operator id: 19]
Output [4]: [cr_item_sk#83, cr_order_number#84, cr_return_quantity#85, cr_return_amount#86]

(82) CometSort
Input [4]: [cr_item_sk#83, cr_order_number#84, cr_return_quantity#85, cr_return_amount#86]
Arguments: [cr_item_sk#83, cr_order_number#84, cr_return_quantity#85, cr_return_amount#86], [cr_order_number#84 ASC NULLS FIRST, cr_item_sk#83 ASC NULLS FIRST]

(83) CometSortMergeJoin
Left output [9]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, d_year#82]
Right output [4]: [cr_item_sk#83, cr_order_number#84, cr_return_quantity#85, cr_return_amount#86]
Arguments: [cs_order_number#71, cs_item_sk#70], [cr_order_number#84, cr_item_sk#83], LeftOuter

(84) CometProject
Input [13]: [cs_item_sk#70, cs_order_number#71, cs_quantity#72, cs_ext_sales_price#73, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, d_year#82, cr_item_sk#83, cr_order_number#84, cr_return_quantity#85, cr_return_amount#86]
Arguments: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88], [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, (cs_quantity#72 - coalesce(cr_return_quantity#85, 0)) AS sales_cnt#87, (cs_ext_sales_price#73 - coalesce(cr_return_amount#86, 0.00)) AS sales_amt#88]

(85) CometScan parquet spark_catalog.default.store_sales
Output [5]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, ss_sold_date_sk#93]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#93), dynamicpruningexpression(ss_sold_date_sk#93 IN dynamicpruning#94)]
PushedFilters: [IsNotNull(ss_item_sk)]
ReadSchema: struct<ss_item_sk:int,ss_ticket_number:int,ss_quantity:int,ss_ext_sales_price:decimal(7,2)>

(86) CometFilter
Input [5]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, ss_sold_date_sk#93]
Condition : isnotnull(ss_item_sk#89)

(87) ReusedExchange [Reuses operator id: 6]
Output [5]: [i_item_sk#95, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99]

(88) CometBroadcastHashJoin
Left output [5]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, ss_sold_date_sk#93]
Right output [5]: [i_item_sk#95, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99]
Arguments: [ss_item_sk#89], [i_item_sk#95], Inner, BuildRight

(89) CometProject
Input [10]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, ss_sold_date_sk#93, i_item_sk#95, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99]
Arguments: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, ss_sold_date_sk#93, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99], [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, ss_sold_date_sk#93, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99]

(90) ReusedExchange [Reuses operator id: 76]
Output [2]: [d_date_sk#100, d_year#101]

(91) CometBroadcastHashJoin
Left output [9]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, ss_sold_date_sk#93, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99]
Right output [2]: [d_date_sk#100, d_year#101]
Arguments: [ss_sold_date_sk#93], [d_date_sk#100], Inner, BuildRight

(92) CometProject
Input [11]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, ss_sold_date_sk#93, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, d_date_sk#100, d_year#101]
Arguments: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, d_year#101], [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, d_year#101]

(93) CometExchange
Input [9]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, d_year#101]
Arguments: hashpartitioning(ss_ticket_number#90, ss_item_sk#89, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=11]

(94) CometSort
Input [9]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, d_year#101]
Arguments: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, d_year#101], [ss_ticket_number#90 ASC NULLS FIRST, ss_item_sk#89 ASC NULLS FIRST]

(95) ReusedExchange [Reuses operator id: 36]
Output [4]: [sr_item_sk#102, sr_ticket_number#103, sr_return_quantity#104, sr_return_amt#105]

(96) CometSort
Input [4]: [sr_item_sk#102, sr_ticket_number#103, sr_return_quantity#104, sr_return_amt#105]
Arguments: [sr_item_sk#102, sr_ticket_number#103, sr_return_quantity#104, sr_return_amt#105], [sr_ticket_number#103 ASC NULLS FIRST, sr_item_sk#102 ASC NULLS FIRST]

(97) CometSortMergeJoin
Left output [9]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, d_year#101]
Right output [4]: [sr_item_sk#102, sr_ticket_number#103, sr_return_quantity#104, sr_return_amt#105]
Arguments: [ss_ticket_number#90, ss_item_sk#89], [sr_ticket_number#103, sr_item_sk#102], LeftOuter

(98) CometProject
Input [13]: [ss_item_sk#89, ss_ticket_number#90, ss_quantity#91, ss_ext_sales_price#92, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, d_year#101, sr_item_sk#102, sr_ticket_number#103, sr_return_quantity#104, sr_return_amt#105]
Arguments: [d_year#101, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, sales_cnt#106, sales_amt#107], [d_year#101, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, (ss_quantity#91 - coalesce(sr_return_quantity#104, 0)) AS sales_cnt#106, (ss_ext_sales_price#92 - coalesce(sr_return_amt#105, 0.00)) AS sales_amt#107]

(99) CometScan parquet spark_catalog.default.web_sales
Output [5]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, ws_sold_date_sk#112]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ws_sold_date_sk#112), dynamicpruningexpression(ws_sold_date_sk#112 IN dynamicpruning#113)]
PushedFilters: [IsNotNull(ws_item_sk)]
ReadSchema: struct<ws_item_sk:int,ws_order_number:int,ws_quantity:int,ws_ext_sales_price:decimal(7,2)>

(100) CometFilter
Input [5]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, ws_sold_date_sk#112]
Condition : isnotnull(ws_item_sk#108)

(101) ReusedExchange [Reuses operator id: 6]
Output [5]: [i_item_sk#114, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118]

(102) CometBroadcastHashJoin
Left output [5]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, ws_sold_date_sk#112]
Right output [5]: [i_item_sk#114, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118]
Arguments: [ws_item_sk#108], [i_item_sk#114], Inner, BuildRight

(103) CometProject
Input [10]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, ws_sold_date_sk#112, i_item_sk#114, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118]
Arguments: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, ws_sold_date_sk#112, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118], [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, ws_sold_date_sk#112, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118]

(104) ReusedExchange [Reuses operator id: 76]
Output [2]: [d_date_sk#119, d_year#120]

(105) CometBroadcastHashJoin
Left output [9]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, ws_sold_date_sk#112, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118]
Right output [2]: [d_date_sk#119, d_year#120]
Arguments: [ws_sold_date_sk#112], [d_date_sk#119], Inner, BuildRight

(106) CometProject
Input [11]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, ws_sold_date_sk#112, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, d_date_sk#119, d_year#120]
Arguments: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, d_year#120], [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, d_year#120]

(107) CometExchange
Input [9]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, d_year#120]
Arguments: hashpartitioning(ws_order_number#109, ws_item_sk#108, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=12]

(108) CometSort
Input [9]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, d_year#120]
Arguments: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, d_year#120], [ws_order_number#109 ASC NULLS FIRST, ws_item_sk#108 ASC NULLS FIRST]

(109) ReusedExchange [Reuses operator id: 53]
Output [4]: [wr_item_sk#121, wr_order_number#122, wr_return_quantity#123, wr_return_amt#124]

(110) CometSort
Input [4]: [wr_item_sk#121, wr_order_number#122, wr_return_quantity#123, wr_return_amt#124]
Arguments: [wr_item_sk#121, wr_order_number#122, wr_return_quantity#123, wr_return_amt#124], [wr_order_number#122 ASC NULLS FIRST, wr_item_sk#121 ASC NULLS FIRST]

(111) CometSortMergeJoin
Left output [9]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, d_year#120]
Right output [4]: [wr_item_sk#121, wr_order_number#122, wr_return_quantity#123, wr_return_amt#124]
Arguments: [ws_order_number#109, ws_item_sk#108], [wr_order_number#122, wr_item_sk#121], LeftOuter

(112) CometProject
Input [13]: [ws_item_sk#108, ws_order_number#109, ws_quantity#110, ws_ext_sales_price#111, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, d_year#120, wr_item_sk#121, wr_order_number#122, wr_return_quantity#123, wr_return_amt#124]
Arguments: [d_year#120, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, sales_cnt#125, sales_amt#126], [d_year#120, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, (ws_quantity#110 - coalesce(wr_return_quantity#123, 0)) AS sales_cnt#125, (ws_ext_sales_price#111 - coalesce(wr_return_amt#124, 0.00)) AS sales_amt#126]

(113) CometUnion
Child 0 Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88]
Child 1 Input [7]: [d_year#101, i_brand_id#96, i_class_id#97, i_category_id#98, i_manufact_id#99, sales_cnt#106, sales_amt#107]
Child 2 Input [7]: [d_year#120, i_brand_id#115, i_class_id#116, i_category_id#117, i_manufact_id#118, sales_cnt#125, sales_amt#126]

(114) CometHashAggregate
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88]
Keys [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88]
Functions: []

(115) CometExchange
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88]
Arguments: hashpartitioning(d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=13]

(116) CometHashAggregate
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88]
Keys [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88]
Functions: []

(117) CometColumnarToRow [codegen id : 3]
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88]

(118) HashAggregate [codegen id : 3]
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#87, sales_amt#88]
Keys [5]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80]
Functions [2]: [partial_sum(sales_cnt#87), partial_sum(UnscaledValue(sales_amt#88))]
Aggregate Attributes [2]: [sum#127, sum#128]
Results [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sum#129, sum#130]

(119) CometColumnarExchange
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sum#129, sum#130]
Arguments: hashpartitioning(d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, 5), ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=14]

(120) CometColumnarToRow [codegen id : 4]
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sum#129, sum#130]

(121) HashAggregate [codegen id : 4]
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sum#129, sum#130]
Keys [5]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80]
Functions [2]: [sum(sales_cnt#87), sum(UnscaledValue(sales_amt#88))]
Aggregate Attributes [2]: [sum(sales_cnt#87)#66, sum(UnscaledValue(sales_amt#88))#67]
Results [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sum(sales_cnt#87)#66 AS sales_cnt#131, MakeDecimal(sum(UnscaledValue(sales_amt#88))#67,18,2) AS sales_amt#132]

(122) Filter [codegen id : 4]
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#131, sales_amt#132]
Condition : isnotnull(sales_cnt#131)

(123) CometColumnarExchange
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#131, sales_amt#132]
Arguments: hashpartitioning(i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, 5), ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=15]

(124) CometSort
Input [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#131, sales_amt#132]
Arguments: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#131, sales_amt#132], [i_brand_id#77 ASC NULLS FIRST, i_class_id#78 ASC NULLS FIRST, i_category_id#79 ASC NULLS FIRST, i_manufact_id#80 ASC NULLS FIRST]

(125) CometSortMergeJoin
Left output [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#68, sales_amt#69]
Right output [7]: [d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#131, sales_amt#132]
Arguments: [i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12], [i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80], Inner, ((cast(sales_cnt#68 as decimal(17,2)) / cast(sales_cnt#131 as decimal(17,2))) < 0.90000000000000000000)

(126) CometProject
Input [14]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#68, sales_amt#69, d_year#82, i_brand_id#77, i_class_id#78, i_category_id#79, i_manufact_id#80, sales_cnt#131, sales_amt#132]
Arguments: [prev_year#133, year#134, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#135, curr_yr_cnt#136, sales_cnt_diff#137, sales_amt_diff#138], [d_year#82 AS prev_year#133, d_year#14 AS year#134, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#131 AS prev_yr_cnt#135, sales_cnt#68 AS curr_yr_cnt#136, (sales_cnt#68 - sales_cnt#131) AS sales_cnt_diff#137, (sales_amt#69 - sales_amt#132) AS sales_amt_diff#138]

(127) CometTakeOrderedAndProject
Input [10]: [prev_year#133, year#134, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#135, curr_yr_cnt#136, sales_cnt_diff#137, sales_amt_diff#138]
Arguments: TakeOrderedAndProject(limit=100, orderBy=[sales_cnt_diff#137 ASC NULLS FIRST], output=[prev_year#133,year#134,i_brand_id#8,i_class_id#9,i_category_id#10,i_manufact_id#12,prev_yr_cnt#135,curr_yr_cnt#136,sales_cnt_diff#137,sales_amt_diff#138]), [prev_year#133, year#134, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#135, curr_yr_cnt#136, sales_cnt_diff#137, sales_amt_diff#138], 100, [sales_cnt_diff#137 ASC NULLS FIRST], [prev_year#133, year#134, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#135, curr_yr_cnt#136, sales_cnt_diff#137, sales_amt_diff#138]

(128) CometColumnarToRow [codegen id : 5]
Input [10]: [prev_year#133, year#134, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#135, curr_yr_cnt#136, sales_cnt_diff#137, sales_amt_diff#138]

===== Subqueries =====

Subquery:1 Hosting operator id = 1 Hosting Expression = cs_sold_date_sk#5 IN dynamicpruning#6
BroadcastExchange (132)
+- * CometColumnarToRow (131)
   +- CometFilter (130)
      +- CometScan parquet spark_catalog.default.date_dim (129)


(129) CometScan parquet spark_catalog.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>

(130) CometFilter
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))

(131) CometColumnarToRow [codegen id : 1]
Input [2]: [d_date_sk#13, d_year#14]

(132) BroadcastExchange
Input [2]: [d_date_sk#13, d_year#14]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=16]

Subquery:2 Hosting operator id = 23 Hosting Expression = ss_sold_date_sk#26 IN dynamicpruning#6

Subquery:3 Hosting operator id = 40 Hosting Expression = ws_sold_date_sk#46 IN dynamicpruning#6

Subquery:4 Hosting operator id = 69 Hosting Expression = cs_sold_date_sk#74 IN dynamicpruning#75
BroadcastExchange (136)
+- * CometColumnarToRow (135)
   +- CometFilter (134)
      +- CometScan parquet spark_catalog.default.date_dim (133)


(133) CometScan parquet spark_catalog.default.date_dim
Output [2]: [d_date_sk#81, d_year#82]
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>

(134) CometFilter
Input [2]: [d_date_sk#81, d_year#82]
Condition : ((isnotnull(d_year#82) AND (d_year#82 = 2001)) AND isnotnull(d_date_sk#81))

(135) CometColumnarToRow [codegen id : 1]
Input [2]: [d_date_sk#81, d_year#82]

(136) BroadcastExchange
Input [2]: [d_date_sk#81, d_year#82]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=17]

Subquery:5 Hosting operator id = 85 Hosting Expression = ss_sold_date_sk#93 IN dynamicpruning#75

Subquery:6 Hosting operator id = 99 Hosting Expression = ws_sold_date_sk#112 IN dynamicpruning#75


