== Physical Plan ==
VeloxColumnarToRow (59)
+- ^ SortExecTransformer (57)
   +- ^ InputIteratorTransformer (56)
      +- ColumnarExchange (54)
         +- VeloxResizeBatches (53)
            +- ^ RegularHashAggregateExecTransformer (51)
               +- ^ InputIteratorTransformer (50)
                  +- ColumnarExchange (48)
                     +- VeloxResizeBatches (47)
                        +- ^ ProjectExecTransformer (45)
                           +- ^ FlushableHashAggregateExecTransformer (44)
                              +- ^ ProjectExecTransformer (43)
                                 +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (42)
                                    :- ^ ProjectExecTransformer (35)
                                    :  +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (34)
                                    :     :- ^ ProjectExecTransformer (27)
                                    :     :  +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (26)
                                    :     :     :- ^ ProjectExecTransformer (19)
                                    :     :     :  +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (18)
                                    :     :     :     :- ^ ProjectExecTransformer (11)
                                    :     :     :     :  +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (10)
                                    :     :     :     :     :- ^ ProjectExecTransformer (3)
                                    :     :     :     :     :  +- ^ FilterExecTransformer (2)
                                    :     :     :     :     :     +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.part (1)
                                    :     :     :     :     +- ^ InputIteratorTransformer (9)
                                    :     :     :     :        +- ColumnarBroadcastExchange (7)
                                    :     :     :     :           +- ^ FilterExecTransformer (5)
                                    :     :     :     :              +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.lineitem (4)
                                    :     :     :     +- ^ InputIteratorTransformer (17)
                                    :     :     :        +- ColumnarBroadcastExchange (15)
                                    :     :     :           +- ^ FilterExecTransformer (13)
                                    :     :     :              +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.supplier (12)
                                    :     :     +- ^ InputIteratorTransformer (25)
                                    :     :        +- ColumnarBroadcastExchange (23)
                                    :     :           +- ^ FilterExecTransformer (21)
                                    :     :              +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.partsupp (20)
                                    :     +- ^ InputIteratorTransformer (33)
                                    :        +- ColumnarBroadcastExchange (31)
                                    :           +- ^ FilterExecTransformer (29)
                                    :              +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.orders (28)
                                    +- ^ InputIteratorTransformer (41)
                                       +- ColumnarBroadcastExchange (39)
                                          +- ^ FilterExecTransformer (37)
                                             +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.nation (36)


(1) FileSourceScanExecTransformer parquet spark_catalog.default.part
Output [2]: [p_partkey#1, p_name#2]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/part]
PushedFilters: [IsNotNull(p_name), StringContains(p_name,green), IsNotNull(p_partkey)]
ReadSchema: struct<p_partkey:bigint,p_name:string>

(2) FilterExecTransformer
Input [2]: [p_partkey#1, p_name#2]
Arguments: ((isnotnull(p_name#2) AND Contains(p_name#2, green)) AND isnotnull(p_partkey#1))

(3) ProjectExecTransformer
Output [1]: [p_partkey#1]
Input [2]: [p_partkey#1, p_name#2]

(4) FileSourceScanExecTransformer parquet spark_catalog.default.lineitem
Output [6]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/lineitem]
PushedFilters: [IsNotNull(l_partkey), IsNotNull(l_suppkey), IsNotNull(l_orderkey)]
ReadSchema: struct<l_orderkey:bigint,l_partkey:bigint,l_suppkey:bigint,l_quantity:decimal(10,0),l_extendedprice:decimal(10,0),l_discount:decimal(10,0)>

(5) FilterExecTransformer
Input [6]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8]
Arguments: ((isnotnull(l_partkey#4) AND isnotnull(l_suppkey#5)) AND isnotnull(l_orderkey#3))

(6) WholeStageCodegenTransformer (1)
Input [6]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8]
Arguments: false

(7) ColumnarBroadcastExchange
Input [6]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false]),false), [plan_id=1]

(8) InputAdapter
Input [6]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8]

(9) InputIteratorTransformer
Input [6]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8]

(10) BroadcastHashJoinExecTransformer
Left keys [1]: [p_partkey#1]
Right keys [1]: [l_partkey#4]
Join type: Inner
Join condition: None

(11) ProjectExecTransformer
Output [6]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8]
Input [7]: [p_partkey#1, l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8]

(12) FileSourceScanExecTransformer parquet spark_catalog.default.supplier
Output [2]: [s_suppkey#9, s_nationkey#10]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/supplier]
PushedFilters: [IsNotNull(s_suppkey), IsNotNull(s_nationkey)]
ReadSchema: struct<s_suppkey:bigint,s_nationkey:bigint>

(13) FilterExecTransformer
Input [2]: [s_suppkey#9, s_nationkey#10]
Arguments: (isnotnull(s_suppkey#9) AND isnotnull(s_nationkey#10))

(14) WholeStageCodegenTransformer (2)
Input [2]: [s_suppkey#9, s_nationkey#10]
Arguments: false

(15) ColumnarBroadcastExchange
Input [2]: [s_suppkey#9, s_nationkey#10]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, false]),false), [plan_id=2]

(16) InputAdapter
Input [2]: [s_suppkey#9, s_nationkey#10]

(17) InputIteratorTransformer
Input [2]: [s_suppkey#9, s_nationkey#10]

(18) BroadcastHashJoinExecTransformer
Left keys [1]: [l_suppkey#5]
Right keys [1]: [s_suppkey#9]
Join type: Inner
Join condition: None

(19) ProjectExecTransformer
Output [7]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8, s_nationkey#10]
Input [8]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8, s_suppkey#9, s_nationkey#10]

(20) FileSourceScanExecTransformer parquet spark_catalog.default.partsupp
Output [3]: [ps_partkey#11, ps_suppkey#12, ps_supplycost#13]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/partsupp]
PushedFilters: [IsNotNull(ps_suppkey), IsNotNull(ps_partkey)]
ReadSchema: struct<ps_partkey:bigint,ps_suppkey:bigint,ps_supplycost:decimal(10,0)>

(21) FilterExecTransformer
Input [3]: [ps_partkey#11, ps_suppkey#12, ps_supplycost#13]
Arguments: (isnotnull(ps_suppkey#12) AND isnotnull(ps_partkey#11))

(22) WholeStageCodegenTransformer (3)
Input [3]: [ps_partkey#11, ps_suppkey#12, ps_supplycost#13]
Arguments: false

(23) ColumnarBroadcastExchange
Input [3]: [ps_partkey#11, ps_suppkey#12, ps_supplycost#13]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, bigint, false]),false), [plan_id=3]

(24) InputAdapter
Input [3]: [ps_partkey#11, ps_suppkey#12, ps_supplycost#13]

(25) InputIteratorTransformer
Input [3]: [ps_partkey#11, ps_suppkey#12, ps_supplycost#13]

(26) BroadcastHashJoinExecTransformer
Left keys [2]: [l_suppkey#5, l_partkey#4]
Right keys [2]: [ps_suppkey#12, ps_partkey#11]
Join type: Inner
Join condition: None

(27) ProjectExecTransformer
Output [6]: [l_orderkey#3, l_quantity#6, l_extendedprice#7, l_discount#8, s_nationkey#10, ps_supplycost#13]
Input [10]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_quantity#6, l_extendedprice#7, l_discount#8, s_nationkey#10, ps_partkey#11, ps_suppkey#12, ps_supplycost#13]

(28) FileSourceScanExecTransformer parquet spark_catalog.default.orders
Output [2]: [o_orderkey#14, o_orderdate#15]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/orders]
PushedFilters: [IsNotNull(o_orderkey)]
ReadSchema: struct<o_orderkey:bigint,o_orderdate:date>

(29) FilterExecTransformer
Input [2]: [o_orderkey#14, o_orderdate#15]
Arguments: isnotnull(o_orderkey#14)

(30) WholeStageCodegenTransformer (4)
Input [2]: [o_orderkey#14, o_orderdate#15]
Arguments: false

(31) ColumnarBroadcastExchange
Input [2]: [o_orderkey#14, o_orderdate#15]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, false]),false), [plan_id=4]

(32) InputAdapter
Input [2]: [o_orderkey#14, o_orderdate#15]

(33) InputIteratorTransformer
Input [2]: [o_orderkey#14, o_orderdate#15]

(34) BroadcastHashJoinExecTransformer
Left keys [1]: [l_orderkey#3]
Right keys [1]: [o_orderkey#14]
Join type: Inner
Join condition: None

(35) ProjectExecTransformer
Output [6]: [l_quantity#6, l_extendedprice#7, l_discount#8, s_nationkey#10, ps_supplycost#13, o_orderdate#15]
Input [8]: [l_orderkey#3, l_quantity#6, l_extendedprice#7, l_discount#8, s_nationkey#10, ps_supplycost#13, o_orderkey#14, o_orderdate#15]

(36) FileSourceScanExecTransformer parquet spark_catalog.default.nation
Output [2]: [n_nationkey#16, n_name#17]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/nation]
PushedFilters: [IsNotNull(n_nationkey)]
ReadSchema: struct<n_nationkey:bigint,n_name:string>

(37) FilterExecTransformer
Input [2]: [n_nationkey#16, n_name#17]
Arguments: isnotnull(n_nationkey#16)

(38) WholeStageCodegenTransformer (5)
Input [2]: [n_nationkey#16, n_name#17]
Arguments: false

(39) ColumnarBroadcastExchange
Input [2]: [n_nationkey#16, n_name#17]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, false]),false), [plan_id=5]

(40) InputAdapter
Input [2]: [n_nationkey#16, n_name#17]

(41) InputIteratorTransformer
Input [2]: [n_nationkey#16, n_name#17]

(42) BroadcastHashJoinExecTransformer
Left keys [1]: [s_nationkey#10]
Right keys [1]: [n_nationkey#16]
Join type: Inner
Join condition: None

(43) ProjectExecTransformer
Output [3]: [n_name#17 AS nation#18, year(o_orderdate#15) AS o_year#19, ((l_extendedprice#7 * (1 - l_discount#8)) - (ps_supplycost#13 * l_quantity#6)) AS amount#20]
Input [8]: [l_quantity#6, l_extendedprice#7, l_discount#8, s_nationkey#10, ps_supplycost#13, o_orderdate#15, n_nationkey#16, n_name#17]

(44) FlushableHashAggregateExecTransformer
Input [3]: [nation#18, o_year#19, amount#20]
Keys [2]: [nation#18, o_year#19]
Functions [1]: [partial_sum(amount#20)]
Aggregate Attributes [2]: [sum#21, isEmpty#22]
Results [4]: [nation#18, o_year#19, sum#23, isEmpty#24]

(45) ProjectExecTransformer
Output [5]: [hash(nation#18, o_year#19, 42) AS hash_partition_key#25, nation#18, o_year#19, sum#23, isEmpty#24]
Input [4]: [nation#18, o_year#19, sum#23, isEmpty#24]

(46) WholeStageCodegenTransformer (6)
Input [5]: [hash_partition_key#25, nation#18, o_year#19, sum#23, isEmpty#24]
Arguments: false

(47) VeloxResizeBatches
Input [5]: [hash_partition_key#25, nation#18, o_year#19, sum#23, isEmpty#24]
Arguments: 1024, 2147483647, 10485760

(48) ColumnarExchange
Input [5]: [hash_partition_key#25, nation#18, o_year#19, sum#23, isEmpty#24]
Arguments: hashpartitioning(nation#18, o_year#19, 1), ENSURE_REQUIREMENTS, [nation#18, o_year#19, sum#23, isEmpty#24], [plan_id=6], [shuffle_writer_type=hash]

(49) InputAdapter
Input [4]: [nation#18, o_year#19, sum#23, isEmpty#24]

(50) InputIteratorTransformer
Input [4]: [nation#18, o_year#19, sum#23, isEmpty#24]

(51) RegularHashAggregateExecTransformer
Input [4]: [nation#18, o_year#19, sum#23, isEmpty#24]
Keys [2]: [nation#18, o_year#19]
Functions [1]: [sum(amount#20)]
Aggregate Attributes [1]: [sum(amount#20)#26]
Results [3]: [nation#18, o_year#19, sum(amount#20)#26 AS sum_profit#27]

(52) WholeStageCodegenTransformer (7)
Input [3]: [nation#18, o_year#19, sum_profit#27]
Arguments: false

(53) VeloxResizeBatches
Input [3]: [nation#18, o_year#19, sum_profit#27]
Arguments: 1024, 2147483647, 10485760

(54) ColumnarExchange
Input [3]: [nation#18, o_year#19, sum_profit#27]
Arguments: rangepartitioning(nation#18 ASC NULLS FIRST, o_year#19 DESC NULLS LAST, 1), ENSURE_REQUIREMENTS, [plan_id=7], [shuffle_writer_type=hash]

(55) InputAdapter
Input [3]: [nation#18, o_year#19, sum_profit#27]

(56) InputIteratorTransformer
Input [3]: [nation#18, o_year#19, sum_profit#27]

(57) SortExecTransformer
Input [3]: [nation#18, o_year#19, sum_profit#27]
Arguments: [nation#18 ASC NULLS FIRST, o_year#19 DESC NULLS LAST], true, 0

(58) WholeStageCodegenTransformer (8)
Input [3]: [nation#18, o_year#19, sum_profit#27]
Arguments: false

(59) VeloxColumnarToRow
Input [3]: [nation#18, o_year#19, sum_profit#27]

