== Physical Plan ==
VeloxColumnarToRow (40)
+- TakeOrderedAndProjectExecTransformer (39)
   +- ^ ProjectExecTransformer (37)
      +- ^ RegularHashAggregateExecTransformer (36)
         +- ^ InputIteratorTransformer (35)
            +- ColumnarExchange (33)
               +- VeloxResizeBatches (32)
                  +- ^ ProjectExecTransformer (30)
                     +- ^ FlushableHashAggregateExecTransformer (29)
                        +- ^ ProjectExecTransformer (28)
                           +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (27)
                              :- ^ ProjectExecTransformer (20)
                              :  +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (19)
                              :     :- ^ ProjectExecTransformer (11)
                              :     :  +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (10)
                              :     :     :- ^ FilterExecTransformer (2)
                              :     :     :  +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.customer (1)
                              :     :     +- ^ InputIteratorTransformer (9)
                              :     :        +- ColumnarBroadcastExchange (7)
                              :     :           +- ^ ProjectExecTransformer (5)
                              :     :              +- ^ FilterExecTransformer (4)
                              :     :                 +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.orders (3)
                              :     +- ^ InputIteratorTransformer (18)
                              :        +- ColumnarBroadcastExchange (16)
                              :           +- ^ ProjectExecTransformer (14)
                              :              +- ^ FilterExecTransformer (13)
                              :                 +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.lineitem (12)
                              +- ^ InputIteratorTransformer (26)
                                 +- ColumnarBroadcastExchange (24)
                                    +- ^ FilterExecTransformer (22)
                                       +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.nation (21)


(1) FileSourceScanExecTransformer parquet spark_catalog.default.customer
Output [7]: [c_custkey#1, c_name#2, c_address#3, c_nationkey#4, c_phone#5, c_acctbal#6, c_comment#7]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_custkey), IsNotNull(c_nationkey)]
ReadSchema: struct<c_custkey:bigint,c_name:string,c_address:string,c_nationkey:bigint,c_phone:string,c_acctbal:decimal(10,0),c_comment:string>

(2) FilterExecTransformer
Input [7]: [c_custkey#1, c_name#2, c_address#3, c_nationkey#4, c_phone#5, c_acctbal#6, c_comment#7]
Arguments: (isnotnull(c_custkey#1) AND isnotnull(c_nationkey#4))

(3) FileSourceScanExecTransformer parquet spark_catalog.default.orders
Output [3]: [o_orderkey#8, o_custkey#9, o_orderdate#10]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/orders]
PushedFilters: [IsNotNull(o_orderdate), GreaterThanOrEqual(o_orderdate,1993-10-01), LessThan(o_orderdate,1994-01-01), IsNotNull(o_custkey), IsNotNull(o_orderkey)]
ReadSchema: struct<o_orderkey:bigint,o_custkey:bigint,o_orderdate:date>

(4) FilterExecTransformer
Input [3]: [o_orderkey#8, o_custkey#9, o_orderdate#10]
Arguments: ((((isnotnull(o_orderdate#10) AND (o_orderdate#10 >= 1993-10-01)) AND (o_orderdate#10 < 1994-01-01)) AND isnotnull(o_custkey#9)) AND isnotnull(o_orderkey#8))

(5) ProjectExecTransformer
Output [2]: [o_orderkey#8, o_custkey#9]
Input [3]: [o_orderkey#8, o_custkey#9, o_orderdate#10]

(6) WholeStageCodegenTransformer (1)
Input [2]: [o_orderkey#8, o_custkey#9]
Arguments: false

(7) ColumnarBroadcastExchange
Input [2]: [o_orderkey#8, o_custkey#9]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, true]),false), [plan_id=1]

(8) InputAdapter
Input [2]: [o_orderkey#8, o_custkey#9]

(9) InputIteratorTransformer
Input [2]: [o_orderkey#8, o_custkey#9]

(10) BroadcastHashJoinExecTransformer
Left keys [1]: [c_custkey#1]
Right keys [1]: [o_custkey#9]
Join type: Inner
Join condition: None

(11) ProjectExecTransformer
Output [8]: [c_custkey#1, c_name#2, c_address#3, c_nationkey#4, c_phone#5, c_acctbal#6, c_comment#7, o_orderkey#8]
Input [9]: [c_custkey#1, c_name#2, c_address#3, c_nationkey#4, c_phone#5, c_acctbal#6, c_comment#7, o_orderkey#8, o_custkey#9]

(12) FileSourceScanExecTransformer parquet spark_catalog.default.lineitem
Output [4]: [l_orderkey#11, l_extendedprice#12, l_discount#13, l_returnflag#14]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/lineitem]
PushedFilters: [IsNotNull(l_returnflag), EqualTo(l_returnflag,R), IsNotNull(l_orderkey)]
ReadSchema: struct<l_orderkey:bigint,l_extendedprice:decimal(10,0),l_discount:decimal(10,0),l_returnflag:string>

(13) FilterExecTransformer
Input [4]: [l_orderkey#11, l_extendedprice#12, l_discount#13, l_returnflag#14]
Arguments: ((isnotnull(l_returnflag#14) AND (l_returnflag#14 = R)) AND isnotnull(l_orderkey#11))

(14) ProjectExecTransformer
Output [3]: [l_orderkey#11, l_extendedprice#12, l_discount#13]
Input [4]: [l_orderkey#11, l_extendedprice#12, l_discount#13, l_returnflag#14]

(15) WholeStageCodegenTransformer (2)
Input [3]: [l_orderkey#11, l_extendedprice#12, l_discount#13]
Arguments: false

(16) ColumnarBroadcastExchange
Input [3]: [l_orderkey#11, l_extendedprice#12, l_discount#13]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, true]),false), [plan_id=2]

(17) InputAdapter
Input [3]: [l_orderkey#11, l_extendedprice#12, l_discount#13]

(18) InputIteratorTransformer
Input [3]: [l_orderkey#11, l_extendedprice#12, l_discount#13]

(19) BroadcastHashJoinExecTransformer
Left keys [1]: [o_orderkey#8]
Right keys [1]: [l_orderkey#11]
Join type: Inner
Join condition: None

(20) ProjectExecTransformer
Output [9]: [c_custkey#1, c_name#2, c_address#3, c_nationkey#4, c_phone#5, c_acctbal#6, c_comment#7, l_extendedprice#12, l_discount#13]
Input [11]: [c_custkey#1, c_name#2, c_address#3, c_nationkey#4, c_phone#5, c_acctbal#6, c_comment#7, o_orderkey#8, l_orderkey#11, l_extendedprice#12, l_discount#13]

(21) FileSourceScanExecTransformer parquet spark_catalog.default.nation
Output [2]: [n_nationkey#15, n_name#16]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/nation]
PushedFilters: [IsNotNull(n_nationkey)]
ReadSchema: struct<n_nationkey:bigint,n_name:string>

(22) FilterExecTransformer
Input [2]: [n_nationkey#15, n_name#16]
Arguments: isnotnull(n_nationkey#15)

(23) WholeStageCodegenTransformer (3)
Input [2]: [n_nationkey#15, n_name#16]
Arguments: false

(24) ColumnarBroadcastExchange
Input [2]: [n_nationkey#15, n_name#16]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, false]),false), [plan_id=3]

(25) InputAdapter
Input [2]: [n_nationkey#15, n_name#16]

(26) InputIteratorTransformer
Input [2]: [n_nationkey#15, n_name#16]

(27) BroadcastHashJoinExecTransformer
Left keys [1]: [c_nationkey#4]
Right keys [1]: [n_nationkey#15]
Join type: Inner
Join condition: None

(28) ProjectExecTransformer
Output [8]: [c_custkey#1, c_name#2, c_address#3, c_phone#5, c_acctbal#6, c_comment#7, n_name#16, (l_extendedprice#12 * (1 - l_discount#13)) AS _pre_1#17]
Input [11]: [c_custkey#1, c_name#2, c_address#3, c_nationkey#4, c_phone#5, c_acctbal#6, c_comment#7, l_extendedprice#12, l_discount#13, n_nationkey#15, n_name#16]

(29) FlushableHashAggregateExecTransformer
Input [8]: [c_custkey#1, c_name#2, c_address#3, c_phone#5, c_acctbal#6, c_comment#7, n_name#16, _pre_1#17]
Keys [7]: [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7]
Functions [1]: [partial_sum(_pre_1#17)]
Aggregate Attributes [2]: [sum#18, isEmpty#19]
Results [9]: [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21]

(30) ProjectExecTransformer
Output [10]: [hash(c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, 42) AS hash_partition_key#22, c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21]
Input [9]: [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21]

(31) WholeStageCodegenTransformer (4)
Input [10]: [hash_partition_key#22, c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21]
Arguments: false

(32) VeloxResizeBatches
Input [10]: [hash_partition_key#22, c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21]
Arguments: 1024, 2147483647, 10485760

(33) ColumnarExchange
Input [10]: [hash_partition_key#22, c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21]
Arguments: hashpartitioning(c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, 1), ENSURE_REQUIREMENTS, [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21], [plan_id=4], [shuffle_writer_type=hash]

(34) InputAdapter
Input [9]: [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21]

(35) InputIteratorTransformer
Input [9]: [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21]

(36) RegularHashAggregateExecTransformer
Input [9]: [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum#20, isEmpty#21]
Keys [7]: [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7]
Functions [1]: [sum((l_extendedprice#12 * (1 - l_discount#13)))]
Aggregate Attributes [1]: [sum((l_extendedprice#12 * (1 - l_discount#13)))#23]
Results [8]: [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum((l_extendedprice#12 * (1 - l_discount#13)))#23]

(37) ProjectExecTransformer
Output [8]: [c_custkey#1, c_name#2, sum((l_extendedprice#12 * (1 - l_discount#13)))#23 AS revenue#24, c_acctbal#6, n_name#16, c_address#3, c_phone#5, c_comment#7]
Input [8]: [c_custkey#1, c_name#2, c_acctbal#6, c_phone#5, n_name#16, c_address#3, c_comment#7, sum((l_extendedprice#12 * (1 - l_discount#13)))#23]

(38) WholeStageCodegenTransformer (5)
Input [8]: [c_custkey#1, c_name#2, revenue#24, c_acctbal#6, n_name#16, c_address#3, c_phone#5, c_comment#7]
Arguments: false

(39) TakeOrderedAndProjectExecTransformer
Input [8]: [c_custkey#1, c_name#2, revenue#24, c_acctbal#6, n_name#16, c_address#3, c_phone#5, c_comment#7]
Arguments: 20, [revenue#24 DESC NULLS LAST], [c_custkey#1, c_name#2, revenue#24, c_acctbal#6, n_name#16, c_address#3, c_phone#5, c_comment#7], 0

(40) VeloxColumnarToRow
Input [8]: [c_custkey#1, c_name#2, revenue#24, c_acctbal#6, n_name#16, c_address#3, c_phone#5, c_comment#7]

