== Physical Plan ==
VeloxColumnarToRow (81)
+- TakeOrderedAndProjectExecTransformer (80)
   +- ^ ProjectExecTransformer (78)
      +- ^ WindowExecTransformer (77)
         +- ^ SortExecTransformer (76)
            +- ^ InputIteratorTransformer (75)
               +- ColumnarExchange (73)
                  +- VeloxResizeBatches (72)
                     +- ^ ProjectExecTransformer (70)
                        +- ^ ProjectExecTransformer (69)
                           +- ^ FlushableHashAggregateExecTransformer (68)
                              +- ^ InputIteratorTransformer (67)
                                 +- ColumnarExchange (65)
                                    +- VeloxResizeBatches (64)
                                       +- ^ ProjectExecTransformer (62)
                                          +- ^ FlushableHashAggregateExecTransformer (61)
                                             +- ^ InputIteratorTransformer (60)
                                                +- ColumnarUnion (58)
                                                   :- ^ ProjectExecTransformer (33)
                                                   :  +- ^ RegularHashAggregateExecTransformer (32)
                                                   :     +- ^ InputIteratorTransformer (31)
                                                   :        +- ColumnarExchange (29)
                                                   :           +- VeloxResizeBatches (28)
                                                   :              +- ^ ProjectExecTransformer (26)
                                                   :                 +- ^ FlushableHashAggregateExecTransformer (25)
                                                   :                    +- ^ ProjectExecTransformer (24)
                                                   :                       +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (23)
                                                   :                          :- ^ ProjectExecTransformer (16)
                                                   :                          :  +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (15)
                                                   :                          :     :- ^ ProjectExecTransformer (7)
                                                   :                          :     :  +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (6)
                                                   :                          :     :     :- ^ FilterExecTransformer (2)
                                                   :                          :     :     :  +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.store_sales (1)
                                                   :                          :     :     +- ^ InputIteratorTransformer (5)
                                                   :                          :     :        +- ReusedExchange (3)
                                                   :                          :     +- ^ InputIteratorTransformer (14)
                                                   :                          :        +- ColumnarBroadcastExchange (12)
                                                   :                          :           +- ^ ProjectExecTransformer (10)
                                                   :                          :              +- ^ FilterExecTransformer (9)
                                                   :                          :                 +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.store (8)
                                                   :                          +- ^ InputIteratorTransformer (22)
                                                   :                             +- ColumnarBroadcastExchange (20)
                                                   :                                +- ^ FilterExecTransformer (18)
                                                   :                                   +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.item (17)
                                                   :- ^ ProjectExecTransformer (48)
                                                   :  +- ^ RegularHashAggregateExecTransformer (47)
                                                   :     +- ^ InputIteratorTransformer (46)
                                                   :        +- ColumnarExchange (44)
                                                   :           +- VeloxResizeBatches (43)
                                                   :              +- ^ ProjectExecTransformer (41)
                                                   :                 +- ^ FlushableHashAggregateExecTransformer (40)
                                                   :                    +- ^ ProjectExecTransformer (39)
                                                   :                       +- ^ RegularHashAggregateExecTransformer (38)
                                                   :                          +- ^ InputIteratorTransformer (37)
                                                   :                             +- ReusedExchange (35)
                                                   +- ^ ProjectExecTransformer (56)
                                                      +- ^ RegularHashAggregateExecTransformer (55)
                                                         +- ^ ProjectExecTransformer (54)
                                                            +- ^ RegularHashAggregateExecTransformer (53)
                                                               +- ^ InputIteratorTransformer (52)
                                                                  +- ReusedExchange (50)


(1) FileSourceScanExecTransformer parquet spark_catalog.default.store_sales
Output [5]: [ss_item_sk#1, ss_store_sk#2, ss_ext_sales_price#3, ss_net_profit#4, ss_sold_date_sk#5]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#5), dynamicpruningexpression(ss_sold_date_sk#5 IN dynamicpruning#6)]
PushedFilters: [IsNotNull(ss_item_sk), IsNotNull(ss_store_sk)]
ReadSchema: struct<ss_item_sk:int,ss_store_sk:int,ss_ext_sales_price:decimal(7,2),ss_net_profit:decimal(7,2)>

(2) FilterExecTransformer
Input [5]: [ss_item_sk#1, ss_store_sk#2, ss_ext_sales_price#3, ss_net_profit#4, ss_sold_date_sk#5]
Arguments: (isnotnull(ss_item_sk#1) AND isnotnull(ss_store_sk#2))

(3) ReusedExchange [Reuses operator id: 86]
Output [1]: [d_date_sk#7]

(4) InputAdapter
Input [1]: [d_date_sk#7]

(5) InputIteratorTransformer
Input [1]: [d_date_sk#7]

(6) BroadcastHashJoinExecTransformer
Left keys [1]: [ss_sold_date_sk#5]
Right keys [1]: [d_date_sk#7]
Join type: Inner
Join condition: None

(7) ProjectExecTransformer
Output [4]: [ss_item_sk#1, ss_store_sk#2, ss_ext_sales_price#3, ss_net_profit#4]
Input [6]: [ss_item_sk#1, ss_store_sk#2, ss_ext_sales_price#3, ss_net_profit#4, ss_sold_date_sk#5, d_date_sk#7]

(8) FileSourceScanExecTransformer parquet spark_catalog.default.store
Output [2]: [s_store_sk#8, s_state#9]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/store]
PushedFilters: [IsNotNull(s_state), EqualTo(s_state,TN), IsNotNull(s_store_sk)]
ReadSchema: struct<s_store_sk:int,s_state:string>

(9) FilterExecTransformer
Input [2]: [s_store_sk#8, s_state#9]
Arguments: ((isnotnull(s_state#9) AND (s_state#9 = TN)) AND isnotnull(s_store_sk#8))

(10) ProjectExecTransformer
Output [1]: [s_store_sk#8]
Input [2]: [s_store_sk#8, s_state#9]

(11) WholeStageCodegenTransformer (3)
Input [1]: [s_store_sk#8]
Arguments: false

(12) ColumnarBroadcastExchange
Input [1]: [s_store_sk#8]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=1]

(13) InputAdapter
Input [1]: [s_store_sk#8]

(14) InputIteratorTransformer
Input [1]: [s_store_sk#8]

(15) BroadcastHashJoinExecTransformer
Left keys [1]: [ss_store_sk#2]
Right keys [1]: [s_store_sk#8]
Join type: Inner
Join condition: None

(16) ProjectExecTransformer
Output [3]: [ss_item_sk#1, ss_ext_sales_price#3, ss_net_profit#4]
Input [5]: [ss_item_sk#1, ss_store_sk#2, ss_ext_sales_price#3, ss_net_profit#4, s_store_sk#8]

(17) FileSourceScanExecTransformer parquet spark_catalog.default.item
Output [3]: [i_item_sk#10, i_class#11, i_category#12]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_item_sk)]
ReadSchema: struct<i_item_sk:int,i_class:string,i_category:string>

(18) FilterExecTransformer
Input [3]: [i_item_sk#10, i_class#11, i_category#12]
Arguments: isnotnull(i_item_sk#10)

(19) WholeStageCodegenTransformer (4)
Input [3]: [i_item_sk#10, i_class#11, i_category#12]
Arguments: false

(20) ColumnarBroadcastExchange
Input [3]: [i_item_sk#10, i_class#11, i_category#12]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=2]

(21) InputAdapter
Input [3]: [i_item_sk#10, i_class#11, i_category#12]

(22) InputIteratorTransformer
Input [3]: [i_item_sk#10, i_class#11, i_category#12]

(23) BroadcastHashJoinExecTransformer
Left keys [1]: [ss_item_sk#1]
Right keys [1]: [i_item_sk#10]
Join type: Inner
Join condition: None

(24) ProjectExecTransformer
Output [4]: [i_class#11, i_category#12, UnscaledValue(ss_net_profit#4) AS _pre_1#13, UnscaledValue(ss_ext_sales_price#3) AS _pre_2#14]
Input [6]: [ss_item_sk#1, ss_ext_sales_price#3, ss_net_profit#4, i_item_sk#10, i_class#11, i_category#12]

(25) FlushableHashAggregateExecTransformer
Input [4]: [i_class#11, i_category#12, _pre_1#13, _pre_2#14]
Keys [2]: [i_category#12, i_class#11]
Functions [2]: [partial_sum(_pre_1#13), partial_sum(_pre_2#14)]
Aggregate Attributes [2]: [sum#15, sum#16]
Results [4]: [i_category#12, i_class#11, sum#17, sum#18]

(26) ProjectExecTransformer
Output [5]: [hash(i_category#12, i_class#11, 42) AS hash_partition_key#19, i_category#12, i_class#11, sum#17, sum#18]
Input [4]: [i_category#12, i_class#11, sum#17, sum#18]

(27) WholeStageCodegenTransformer (5)
Input [5]: [hash_partition_key#19, i_category#12, i_class#11, sum#17, sum#18]
Arguments: false

(28) VeloxResizeBatches
Input [5]: [hash_partition_key#19, i_category#12, i_class#11, sum#17, sum#18]
Arguments: 1024, 2147483647, 10485760

(29) ColumnarExchange
Input [5]: [hash_partition_key#19, i_category#12, i_class#11, sum#17, sum#18]
Arguments: hashpartitioning(i_category#12, i_class#11, 1), ENSURE_REQUIREMENTS, [i_category#12, i_class#11, sum#17, sum#18], [plan_id=3], [shuffle_writer_type=hash]

(30) InputAdapter
Input [4]: [i_category#12, i_class#11, sum#17, sum#18]

(31) InputIteratorTransformer
Input [4]: [i_category#12, i_class#11, sum#17, sum#18]

(32) RegularHashAggregateExecTransformer
Input [4]: [i_category#12, i_class#11, sum#17, sum#18]
Keys [2]: [i_category#12, i_class#11]
Functions [2]: [sum(UnscaledValue(ss_net_profit#4)), sum(UnscaledValue(ss_ext_sales_price#3))]
Aggregate Attributes [2]: [sum(UnscaledValue(ss_net_profit#4))#20, sum(UnscaledValue(ss_ext_sales_price#3))#21]
Results [4]: [i_category#12, i_class#11, sum(UnscaledValue(ss_net_profit#4))#20, sum(UnscaledValue(ss_ext_sales_price#3))#21]

(33) ProjectExecTransformer
Output [6]: [cast((MakeDecimal(sum(UnscaledValue(ss_net_profit#4))#20,17,2) / MakeDecimal(sum(UnscaledValue(ss_ext_sales_price#3))#21,17,2)) as decimal(38,11)) AS gross_margin#22, i_category#12, i_class#11, 0 AS t_category#23, 0 AS t_class#24, 0 AS lochierarchy#25]
Input [4]: [i_category#12, i_class#11, sum(UnscaledValue(ss_net_profit#4))#20, sum(UnscaledValue(ss_ext_sales_price#3))#21]

(34) WholeStageCodegenTransformer (6)
Input [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]
Arguments: false

(35) ReusedExchange [Reuses operator id: 29]
Output [4]: [i_category#26, i_class#27, sum#28, sum#29]

(36) InputAdapter
Input [4]: [i_category#26, i_class#27, sum#28, sum#29]

(37) InputIteratorTransformer
Input [4]: [i_category#26, i_class#27, sum#28, sum#29]

(38) RegularHashAggregateExecTransformer
Input [4]: [i_category#26, i_class#27, sum#28, sum#29]
Keys [2]: [i_category#26, i_class#27]
Functions [2]: [sum(UnscaledValue(ss_net_profit#30)), sum(UnscaledValue(ss_ext_sales_price#31))]
Aggregate Attributes [2]: [sum(UnscaledValue(ss_net_profit#30))#32, sum(UnscaledValue(ss_ext_sales_price#31))#33]
Results [4]: [i_category#26, i_class#27, sum(UnscaledValue(ss_net_profit#30))#32, sum(UnscaledValue(ss_ext_sales_price#31))#33]

(39) ProjectExecTransformer
Output [3]: [MakeDecimal(sum(UnscaledValue(ss_net_profit#30))#32,17,2) AS ss_net_profit#34, MakeDecimal(sum(UnscaledValue(ss_ext_sales_price#31))#33,17,2) AS ss_ext_sales_price#35, i_category#26]
Input [4]: [i_category#26, i_class#27, sum(UnscaledValue(ss_net_profit#30))#32, sum(UnscaledValue(ss_ext_sales_price#31))#33]

(40) FlushableHashAggregateExecTransformer
Input [3]: [ss_net_profit#34, ss_ext_sales_price#35, i_category#26]
Keys [1]: [i_category#26]
Functions [2]: [partial_sum(ss_net_profit#34), partial_sum(ss_ext_sales_price#35)]
Aggregate Attributes [4]: [sum#36, isEmpty#37, sum#38, isEmpty#39]
Results [5]: [i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43]

(41) ProjectExecTransformer
Output [6]: [hash(i_category#26, 42) AS hash_partition_key#44, i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43]
Input [5]: [i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43]

(42) WholeStageCodegenTransformer (12)
Input [6]: [hash_partition_key#44, i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43]
Arguments: false

(43) VeloxResizeBatches
Input [6]: [hash_partition_key#44, i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43]
Arguments: 1024, 2147483647, 10485760

(44) ColumnarExchange
Input [6]: [hash_partition_key#44, i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43]
Arguments: hashpartitioning(i_category#26, 1), ENSURE_REQUIREMENTS, [i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43], [plan_id=4], [shuffle_writer_type=hash]

(45) InputAdapter
Input [5]: [i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43]

(46) InputIteratorTransformer
Input [5]: [i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43]

(47) RegularHashAggregateExecTransformer
Input [5]: [i_category#26, sum#40, isEmpty#41, sum#42, isEmpty#43]
Keys [1]: [i_category#26]
Functions [2]: [sum(ss_net_profit#34), sum(ss_ext_sales_price#35)]
Aggregate Attributes [2]: [sum(ss_net_profit#34)#45, sum(ss_ext_sales_price#35)#46]
Results [3]: [i_category#26, sum(ss_net_profit#34)#45, sum(ss_ext_sales_price#35)#46]

(48) ProjectExecTransformer
Output [6]: [(sum(ss_net_profit#34)#45 / sum(ss_ext_sales_price#35)#46) AS gross_margin#47, i_category#26, null AS i_class#48, 0 AS t_category#49, 1 AS t_class#50, 1 AS lochierarchy#51]
Input [3]: [i_category#26, sum(ss_net_profit#34)#45, sum(ss_ext_sales_price#35)#46]

(49) WholeStageCodegenTransformer (13)
Input [6]: [gross_margin#47, i_category#26, i_class#48, t_category#49, t_class#50, lochierarchy#51]
Arguments: false

(50) ReusedExchange [Reuses operator id: 29]
Output [4]: [i_category#52, i_class#53, sum#54, sum#55]

(51) InputAdapter
Input [4]: [i_category#52, i_class#53, sum#54, sum#55]

(52) InputIteratorTransformer
Input [4]: [i_category#52, i_class#53, sum#54, sum#55]

(53) RegularHashAggregateExecTransformer
Input [4]: [i_category#52, i_class#53, sum#54, sum#55]
Keys [2]: [i_category#52, i_class#53]
Functions [2]: [sum(UnscaledValue(ss_net_profit#56)), sum(UnscaledValue(ss_ext_sales_price#57))]
Aggregate Attributes [2]: [sum(UnscaledValue(ss_net_profit#56))#32, sum(UnscaledValue(ss_ext_sales_price#57))#33]
Results [4]: [i_category#52, i_class#53, sum(UnscaledValue(ss_net_profit#56))#32, sum(UnscaledValue(ss_ext_sales_price#57))#33]

(54) ProjectExecTransformer
Output [2]: [MakeDecimal(sum(UnscaledValue(ss_net_profit#56))#32,17,2) AS ss_net_profit#58, MakeDecimal(sum(UnscaledValue(ss_ext_sales_price#57))#33,17,2) AS ss_ext_sales_price#59]
Input [4]: [i_category#52, i_class#53, sum(UnscaledValue(ss_net_profit#56))#32, sum(UnscaledValue(ss_ext_sales_price#57))#33]

(55) RegularHashAggregateExecTransformer
Input [2]: [ss_net_profit#58, ss_ext_sales_price#59]
Keys: []
Functions [2]: [sum(ss_net_profit#58), sum(ss_ext_sales_price#59)]
Aggregate Attributes [2]: [sum(ss_net_profit#58)#60, sum(ss_ext_sales_price#59)#61]
Results [2]: [sum(ss_net_profit#58)#60, sum(ss_ext_sales_price#59)#61]

(56) ProjectExecTransformer
Output [6]: [(sum(ss_net_profit#58)#60 / sum(ss_ext_sales_price#59)#61) AS gross_margin#62, null AS i_category#63, null AS i_class#64, 1 AS t_category#65, 1 AS t_class#66, 2 AS lochierarchy#67]
Input [2]: [sum(ss_net_profit#58)#60, sum(ss_ext_sales_price#59)#61]

(57) WholeStageCodegenTransformer (19)
Input [6]: [gross_margin#62, i_category#63, i_class#64, t_category#65, t_class#66, lochierarchy#67]
Arguments: false

(58) ColumnarUnion
Arguments: UnknownPartitioning(0)

(59) InputAdapter
Input [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]

(60) InputIteratorTransformer
Input [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]

(61) FlushableHashAggregateExecTransformer
Input [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]
Keys [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]
Functions: []
Aggregate Attributes: []
Results [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]

(62) ProjectExecTransformer
Output [7]: [hash(gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25, 42) AS hash_partition_key#68, gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]
Input [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]

(63) WholeStageCodegenTransformer (20)
Input [7]: [hash_partition_key#68, gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]
Arguments: false

(64) VeloxResizeBatches
Input [7]: [hash_partition_key#68, gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]
Arguments: 1024, 2147483647, 10485760

(65) ColumnarExchange
Input [7]: [hash_partition_key#68, gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]
Arguments: hashpartitioning(gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25, 1), ENSURE_REQUIREMENTS, [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25], [plan_id=5], [shuffle_writer_type=hash]

(66) InputAdapter
Input [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]

(67) InputIteratorTransformer
Input [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]

(68) FlushableHashAggregateExecTransformer
Input [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]
Keys [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]
Functions: []
Aggregate Attributes: []
Results [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]

(69) ProjectExecTransformer
Output [5]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, CASE WHEN (t_class#24 = 0) THEN i_category#12 END AS _w0#69]
Input [6]: [gross_margin#22, i_category#12, i_class#11, t_category#23, t_class#24, lochierarchy#25]

(70) ProjectExecTransformer
Output [6]: [hash(lochierarchy#25, _w0#69, 42) AS hash_partition_key#70, gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69]
Input [5]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69]

(71) WholeStageCodegenTransformer (21)
Input [6]: [hash_partition_key#70, gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69]
Arguments: false

(72) VeloxResizeBatches
Input [6]: [hash_partition_key#70, gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69]
Arguments: 1024, 2147483647, 10485760

(73) ColumnarExchange
Input [6]: [hash_partition_key#70, gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69]
Arguments: hashpartitioning(lochierarchy#25, _w0#69, 1), ENSURE_REQUIREMENTS, [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69], [plan_id=6], [shuffle_writer_type=hash]

(74) InputAdapter
Input [5]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69]

(75) InputIteratorTransformer
Input [5]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69]

(76) SortExecTransformer
Input [5]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69]
Arguments: [lochierarchy#25 ASC NULLS FIRST, _w0#69 ASC NULLS FIRST, gross_margin#22 ASC NULLS FIRST], false, 0

(77) WindowExecTransformer
Input [5]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69]
Arguments: [rank(gross_margin#22) windowspecdefinition(lochierarchy#25, _w0#69, gross_margin#22 ASC NULLS FIRST, specifiedwindowframe(RowFrame, unboundedpreceding$(), currentrow$())) AS rank_within_parent#71], [lochierarchy#25, _w0#69], [gross_margin#22 ASC NULLS FIRST]

(78) ProjectExecTransformer
Output [6]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, rank_within_parent#71, CASE WHEN (lochierarchy#25 = 0) THEN i_category#12 END AS _pre_3#72]
Input [6]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, _w0#69, rank_within_parent#71]

(79) WholeStageCodegenTransformer (22)
Input [6]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, rank_within_parent#71, _pre_3#72]
Arguments: false

(80) TakeOrderedAndProjectExecTransformer
Input [6]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, rank_within_parent#71, _pre_3#72]
Arguments: 100, [lochierarchy#25 DESC NULLS LAST, _pre_3#72 ASC NULLS FIRST, rank_within_parent#71 ASC NULLS FIRST], [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, rank_within_parent#71], 0

(81) VeloxColumnarToRow
Input [5]: [gross_margin#22, i_category#12, i_class#11, lochierarchy#25, rank_within_parent#71]

===== Subqueries =====

Subquery:1 Hosting operator id = 1 Hosting Expression = ss_sold_date_sk#5 IN dynamicpruning#6
ColumnarBroadcastExchange (86)
+- ^ ProjectExecTransformer (84)
   +- ^ FilterExecTransformer (83)
      +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.date_dim (82)


(82) FileSourceScanExecTransformer parquet spark_catalog.default.date_dim
Output [2]: [d_date_sk#7, d_year#73]
Batched: true
Location: InMemoryFileIndex [{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>

(83) FilterExecTransformer
Input [2]: [d_date_sk#7, d_year#73]
Arguments: ((isnotnull(d_year#73) AND (d_year#73 = 2001)) AND isnotnull(d_date_sk#7))

(84) ProjectExecTransformer
Output [1]: [d_date_sk#7]
Input [2]: [d_date_sk#7, d_year#73]

(85) WholeStageCodegenTransformer (1)
Input [1]: [d_date_sk#7]
Arguments: false

(86) ColumnarBroadcastExchange
Input [1]: [d_date_sk#7]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=7]


