== Physical Plan ==
TakeOrderedAndProject (44)
+- * HashAggregate (43)
   +- * CometColumnarToRow (42)
      +- CometExchange (41)
         +- CometHashAggregate (40)
            +- CometProject (39)
               +- CometBroadcastHashJoin (38)
                  :- CometProject (14)
                  :  +- CometBroadcastHashJoin (13)
                  :     :- CometProject (8)
                  :     :  +- CometBroadcastHashJoin (7)
                  :     :     :- CometFilter (2)
                  :     :     :  +- CometScan [native_iceberg_compat] parquet spark_catalog.default.store_sales (1)
                  :     :     +- CometBroadcastExchange (6)
                  :     :        +- CometProject (5)
                  :     :           +- CometFilter (4)
                  :     :              +- CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim (3)
                  :     +- CometBroadcastExchange (12)
                  :        +- CometProject (11)
                  :           +- CometFilter (10)
                  :              +- CometScan [native_iceberg_compat] parquet spark_catalog.default.store (9)
                  +- CometBroadcastExchange (37)
                     +- CometHashAggregate (36)
                        +- CometExchange (35)
                           +- CometHashAggregate (34)
                              +- CometBroadcastHashJoin (33)
                                 :- CometProject (17)
                                 :  +- CometFilter (16)
                                 :     +- CometScan [native_iceberg_compat] parquet spark_catalog.default.customer_address (15)
                                 +- CometBroadcastExchange (32)
                                    +- CometProject (31)
                                       +- CometFilter (30)
                                          +- CometHashAggregate (29)
                                             +- CometExchange (28)
                                                +- CometHashAggregate (27)
                                                   +- CometProject (26)
                                                      +- CometBroadcastHashJoin (25)
                                                         :- CometProject (20)
                                                         :  +- CometFilter (19)
                                                         :     +- CometScan [native_iceberg_compat] parquet spark_catalog.default.customer_address (18)
                                                         +- CometBroadcastExchange (24)
                                                            +- CometProject (23)
                                                               +- CometFilter (22)
                                                                  +- CometScan [native_iceberg_compat] parquet spark_catalog.default.customer (21)


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

(2) CometFilter
Input [3]: [ss_store_sk#1, ss_net_profit#2, ss_sold_date_sk#3]
Condition : isnotnull(ss_store_sk#1)

(3) CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim
Output [3]: [d_date_sk#5, d_year#6, d_qoy#7]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_qoy), IsNotNull(d_year), EqualTo(d_qoy,2), EqualTo(d_year,1998), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_qoy:int>

(4) CometFilter
Input [3]: [d_date_sk#5, d_year#6, d_qoy#7]
Condition : ((((isnotnull(d_qoy#7) AND isnotnull(d_year#6)) AND (d_qoy#7 = 2)) AND (d_year#6 = 1998)) AND isnotnull(d_date_sk#5))

(5) CometProject
Input [3]: [d_date_sk#5, d_year#6, d_qoy#7]
Arguments: [d_date_sk#5], [d_date_sk#5]

(6) CometBroadcastExchange
Input [1]: [d_date_sk#5]
Arguments: [d_date_sk#5]

(7) CometBroadcastHashJoin
Left output [3]: [ss_store_sk#1, ss_net_profit#2, ss_sold_date_sk#3]
Right output [1]: [d_date_sk#5]
Arguments: [ss_sold_date_sk#3], [d_date_sk#5], Inner, BuildRight

(8) CometProject
Input [4]: [ss_store_sk#1, ss_net_profit#2, ss_sold_date_sk#3, d_date_sk#5]
Arguments: [ss_store_sk#1, ss_net_profit#2], [ss_store_sk#1, ss_net_profit#2]

(9) CometScan [native_iceberg_compat] parquet spark_catalog.default.store
Output [3]: [s_store_sk#8, s_store_name#9, s_zip#10]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store]
PushedFilters: [IsNotNull(s_store_sk)]
ReadSchema: struct<s_store_sk:int,s_store_name:string,s_zip:string>

(10) CometFilter
Input [3]: [s_store_sk#8, s_store_name#9, s_zip#10]
Condition : (isnotnull(s_store_sk#8) AND isnotnull(static_invoke(CharVarcharCodegenUtils.readSidePadding(s_zip#10, 10))))

(11) CometProject
Input [3]: [s_store_sk#8, s_store_name#9, s_zip#10]
Arguments: [s_store_sk#8, s_store_name#9, s_zip#11], [s_store_sk#8, s_store_name#9, static_invoke(CharVarcharCodegenUtils.readSidePadding(s_zip#10, 10)) AS s_zip#11]

(12) CometBroadcastExchange
Input [3]: [s_store_sk#8, s_store_name#9, s_zip#11]
Arguments: [s_store_sk#8, s_store_name#9, s_zip#11]

(13) CometBroadcastHashJoin
Left output [2]: [ss_store_sk#1, ss_net_profit#2]
Right output [3]: [s_store_sk#8, s_store_name#9, s_zip#11]
Arguments: [ss_store_sk#1], [s_store_sk#8], Inner, BuildRight

(14) CometProject
Input [5]: [ss_store_sk#1, ss_net_profit#2, s_store_sk#8, s_store_name#9, s_zip#11]
Arguments: [ss_net_profit#2, s_store_name#9, s_zip#11], [ss_net_profit#2, s_store_name#9, s_zip#11]

(15) CometScan [native_iceberg_compat] parquet spark_catalog.default.customer_address
Output [1]: [ca_zip#12]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_address]
ReadSchema: struct<ca_zip:string>

(16) CometFilter
Input [1]: [ca_zip#12]
Condition : (substr(static_invoke(CharVarcharCodegenUtils.readSidePadding(ca_zip#12, 10)), 1, 5) INSET 10144, 10336, 10390, 10445, 10516, 10567, 11101, 11356, 11376, 11489, 11634, 11928, 12305, 13354, 13375, 13376, 13394, 13595, 13695, 13955, 14060, 14089, 14171, 14328, 14663, 14867, 14922, 15126, 15146, 15371, 15455, 15559, 15723, 15734, 15765, 15798, 15882, 16021, 16725, 16807, 17043, 17183, 17871, 17879, 17920, 18119, 18270, 18376, 18383, 18426, 18652, 18767, 18799, 18840, 18842, 18845, 18906, 19430, 19505, 19512, 19515, 19736, 19769, 19849, 20004, 20260, 20548, 21076, 21195, 21286, 21309, 21337, 21756, 22152, 22245, 22246, 22351, 22437, 22461, 22685, 22744, 22752, 22927, 23006, 23470, 23932, 23968, 24128, 24206, 24317, 24610, 24671, 24676, 24996, 25003, 25103, 25280, 25486, 25631, 25733, 25782, 25858, 25989, 26065, 26105, 26231, 26233, 26653, 26689, 26859, 27068, 27156, 27385, 27700, 28286, 28488, 28545, 28577, 28587, 28709, 28810, 28898, 28915, 29178, 29741, 29839, 30010, 30122, 30431, 30450, 30469, 30625, 30903, 31016, 31029, 31387, 31671, 31880, 32213, 32754, 33123, 33282, 33515, 33786, 34102, 34322, 34425, 35258, 35458, 35474, 35576, 35850, 35942, 36233, 36420, 36446, 36495, 36634, 37125, 37126, 37930, 38122, 38193, 38415, 38607, 38935, 39127, 39192, 39371, 39516, 39736, 39861, 39972, 40081, 40162, 40558, 40604, 41248, 41367, 41368, 41766, 41918, 42029, 42666, 42961, 43285, 43848, 43933, 44165, 44438, 45200, 45266, 45375, 45549, 45692, 45721, 45748, 46081, 46136, 46820, 47305, 47537, 47770, 48033, 48425, 48583, 49130, 49156, 49448, 50016, 50298, 50308, 50412, 51061, 51103, 51200, 51211, 51622, 51649, 51650, 51798, 51949, 52867, 53179, 53268, 53535, 53672, 54364, 54601, 54917, 55253, 55307, 55565, 56240, 56458, 56529, 56571, 56575, 56616, 56691, 56910, 57047, 57647, 57665, 57834, 57855, 58048, 58058, 58078, 58263, 58470, 58943, 59166, 59402, 60099, 60279, 60576, 61265, 61547, 61810, 61860, 62377, 62496, 62878, 62971, 63089, 63193, 63435, 63792, 63837, 63981, 64034, 64147, 64457, 64528, 64544, 65084, 65164, 66162, 66708, 66864, 67030, 67301, 67467, 67473, 67853, 67875, 67897, 68014, 68100, 68101, 68309, 68341, 68621, 68786, 68806, 68880, 68893, 68908, 69035, 69399, 69913, 69952, 70372, 70466, 70738, 71256, 71286, 71791, 71954, 72013, 72151, 72175, 72305, 72325, 72425, 72550, 72823, 73134, 73171, 73241, 73273, 73520, 73650, 74351, 75691, 76107, 76231, 76232, 76614, 76638, 76698, 77191, 77556, 77610, 77721, 78451, 78567, 78668, 78890, 79077, 79777, 79994, 81019, 81096, 81312, 81426, 82136, 82276, 82636, 83041, 83144, 83444, 83849, 83921, 83926, 83933, 84093, 84935, 85816, 86057, 86198, 86284, 86379, 87343, 87501, 87816, 88086, 88190, 88424, 88885, 89091, 89360, 90225, 90257, 90578, 91068, 91110, 91137, 91393, 92712, 94167, 94627, 94898, 94945, 94983, 96451, 96576, 96765, 96888, 96976, 97189, 97789, 98025, 98235, 98294, 98359, 98569, 99076, 99543 AND isnotnull(substr(static_invoke(CharVarcharCodegenUtils.readSidePadding(ca_zip#12, 10)), 1, 5)))

(17) CometProject
Input [1]: [ca_zip#12]
Arguments: [ca_zip#13], [substr(static_invoke(CharVarcharCodegenUtils.readSidePadding(ca_zip#12, 10)), 1, 5) AS ca_zip#13]

(18) CometScan [native_iceberg_compat] parquet spark_catalog.default.customer_address
Output [2]: [ca_address_sk#14, ca_zip#15]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_address]
PushedFilters: [IsNotNull(ca_address_sk)]
ReadSchema: struct<ca_address_sk:int,ca_zip:string>

(19) CometFilter
Input [2]: [ca_address_sk#14, ca_zip#15]
Condition : isnotnull(ca_address_sk#14)

(20) CometProject
Input [2]: [ca_address_sk#14, ca_zip#15]
Arguments: [ca_address_sk#14, ca_zip#16], [ca_address_sk#14, static_invoke(CharVarcharCodegenUtils.readSidePadding(ca_zip#15, 10)) AS ca_zip#16]

(21) CometScan [native_iceberg_compat] parquet spark_catalog.default.customer
Output [2]: [c_current_addr_sk#17, c_preferred_cust_flag#18]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_preferred_cust_flag), IsNotNull(c_current_addr_sk)]
ReadSchema: struct<c_current_addr_sk:int,c_preferred_cust_flag:string>

(22) CometFilter
Input [2]: [c_current_addr_sk#17, c_preferred_cust_flag#18]
Condition : ((isnotnull(c_preferred_cust_flag#18) AND (static_invoke(CharVarcharCodegenUtils.readSidePadding(c_preferred_cust_flag#18, 1)) = Y)) AND isnotnull(c_current_addr_sk#17))

(23) CometProject
Input [2]: [c_current_addr_sk#17, c_preferred_cust_flag#18]
Arguments: [c_current_addr_sk#17], [c_current_addr_sk#17]

(24) CometBroadcastExchange
Input [1]: [c_current_addr_sk#17]
Arguments: [c_current_addr_sk#17]

(25) CometBroadcastHashJoin
Left output [2]: [ca_address_sk#14, ca_zip#16]
Right output [1]: [c_current_addr_sk#17]
Arguments: [ca_address_sk#14], [c_current_addr_sk#17], Inner, BuildRight

(26) CometProject
Input [3]: [ca_address_sk#14, ca_zip#16, c_current_addr_sk#17]
Arguments: [ca_zip#16], [ca_zip#16]

(27) CometHashAggregate
Input [1]: [ca_zip#16]
Keys [1]: [ca_zip#16]
Functions [1]: [partial_count(1)]

(28) CometExchange
Input [2]: [ca_zip#16, count#19]
Arguments: hashpartitioning(ca_zip#16, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=1]

(29) CometHashAggregate
Input [2]: [ca_zip#16, count#19]
Keys [1]: [ca_zip#16]
Functions [1]: [count(1)]

(30) CometFilter
Input [2]: [ca_zip#20, cnt#21]
Condition : (cnt#21 > 10)

(31) CometProject
Input [2]: [ca_zip#20, cnt#21]
Arguments: [ca_zip#20], [ca_zip#20]

(32) CometBroadcastExchange
Input [1]: [ca_zip#20]
Arguments: [ca_zip#20]

(33) CometBroadcastHashJoin
Left output [1]: [ca_zip#13]
Right output [1]: [ca_zip#20]
Arguments: [coalesce(ca_zip#13, ), isnull(ca_zip#13)], [coalesce(ca_zip#20, ), isnull(ca_zip#20)], LeftSemi, BuildRight

(34) CometHashAggregate
Input [1]: [ca_zip#13]
Keys [1]: [ca_zip#13]
Functions: []

(35) CometExchange
Input [1]: [ca_zip#13]
Arguments: hashpartitioning(ca_zip#13, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2]

(36) CometHashAggregate
Input [1]: [ca_zip#13]
Keys [1]: [ca_zip#13]
Functions: []

(37) CometBroadcastExchange
Input [1]: [ca_zip#13]
Arguments: [ca_zip#13]

(38) CometBroadcastHashJoin
Left output [3]: [ss_net_profit#2, s_store_name#9, s_zip#11]
Right output [1]: [ca_zip#13]
Arguments: [substr(s_zip#11, 1, 2)], [substr(ca_zip#13, 1, 2)], Inner, BuildRight

(39) CometProject
Input [4]: [ss_net_profit#2, s_store_name#9, s_zip#11, ca_zip#13]
Arguments: [ss_net_profit#2, s_store_name#9], [ss_net_profit#2, s_store_name#9]

(40) CometHashAggregate
Input [2]: [ss_net_profit#2, s_store_name#9]
Keys [1]: [s_store_name#9]
Functions [1]: [partial_sum(UnscaledValue(ss_net_profit#2))]

(41) CometExchange
Input [2]: [s_store_name#9, sum#22]
Arguments: hashpartitioning(s_store_name#9, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3]

(42) CometColumnarToRow [codegen id : 1]
Input [2]: [s_store_name#9, sum#22]

(43) HashAggregate [codegen id : 1]
Input [2]: [s_store_name#9, sum#22]
Keys [1]: [s_store_name#9]
Functions [1]: [sum(UnscaledValue(ss_net_profit#2))]
Aggregate Attributes [1]: [sum(UnscaledValue(ss_net_profit#2))#23]
Results [2]: [s_store_name#9, MakeDecimal(sum(UnscaledValue(ss_net_profit#2))#23,17,2) AS sum(ss_net_profit)#24]

(44) TakeOrderedAndProject
Input [2]: [s_store_name#9, sum(ss_net_profit)#24]
Arguments: 100, [s_store_name#9 ASC NULLS FIRST], [s_store_name#9, sum(ss_net_profit)#24]

===== Subqueries =====

Subquery:1 Hosting operator id = 1 Hosting Expression = ss_sold_date_sk#3 IN dynamicpruning#4
BroadcastExchange (49)
+- * CometColumnarToRow (48)
   +- CometProject (47)
      +- CometFilter (46)
         +- CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim (45)


(45) CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim
Output [3]: [d_date_sk#5, d_year#6, d_qoy#7]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_qoy), IsNotNull(d_year), EqualTo(d_qoy,2), EqualTo(d_year,1998), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_qoy:int>

(46) CometFilter
Input [3]: [d_date_sk#5, d_year#6, d_qoy#7]
Condition : ((((isnotnull(d_qoy#7) AND isnotnull(d_year#6)) AND (d_qoy#7 = 2)) AND (d_year#6 = 1998)) AND isnotnull(d_date_sk#5))

(47) CometProject
Input [3]: [d_date_sk#5, d_year#6, d_qoy#7]
Arguments: [d_date_sk#5], [d_date_sk#5]

(48) CometColumnarToRow [codegen id : 1]
Input [1]: [d_date_sk#5]

(49) BroadcastExchange
Input [1]: [d_date_sk#5]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4]


