== Physical Plan ==
VeloxColumnarToRow (77)
+- ^ SortExecTransformer (75)
   +- ^ InputIteratorTransformer (74)
      +- ColumnarExchange (72)
         +- VeloxResizeBatches (71)
            +- ^ ProjectExecTransformer (69)
               +- ^ RegularHashAggregateExecTransformer (68)
                  +- ^ InputIteratorTransformer (67)
                     +- ColumnarExchange (65)
                        +- VeloxResizeBatches (64)
                           +- ^ ProjectExecTransformer (62)
                              +- ^ FlushableHashAggregateExecTransformer (61)
                                 +- ^ ProjectExecTransformer (60)
                                    +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (59)
                                       :- ^ ProjectExecTransformer (51)
                                       :  +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (50)
                                       :     :- ^ 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.orders (20)
                                       :     :     :     +- ^ InputIteratorTransformer (33)
                                       :     :     :        +- ColumnarBroadcastExchange (31)
                                       :     :     :           +- ^ FilterExecTransformer (29)
                                       :     :     :              +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.customer (28)
                                       :     :     +- ^ InputIteratorTransformer (41)
                                       :     :        +- ColumnarBroadcastExchange (39)
                                       :     :           +- ^ FilterExecTransformer (37)
                                       :     :              +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.nation (36)
                                       :     +- ^ InputIteratorTransformer (49)
                                       :        +- ColumnarBroadcastExchange (47)
                                       :           +- ^ FilterExecTransformer (45)
                                       :              +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.nation (44)
                                       +- ^ InputIteratorTransformer (58)
                                          +- ColumnarBroadcastExchange (56)
                                             +- ^ ProjectExecTransformer (54)
                                                +- ^ FilterExecTransformer (53)
                                                   +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.region (52)


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

(2) FilterExecTransformer
Input [2]: [p_partkey#1, p_type#2]
Arguments: ((isnotnull(p_type#2) AND (p_type#2 = ECONOMY ANODIZED STEEL)) AND isnotnull(p_partkey#1))

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

(4) FileSourceScanExecTransformer parquet spark_catalog.default.lineitem
Output [5]: [l_orderkey#3, l_partkey#4, l_suppkey#5, l_extendedprice#6, l_discount#7]
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_extendedprice:decimal(10,0),l_discount:decimal(10,0)>

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

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

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

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

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

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

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

(12) FileSourceScanExecTransformer parquet spark_catalog.default.supplier
Output [2]: [s_suppkey#8, s_nationkey#9]
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#8, s_nationkey#9]
Arguments: (isnotnull(s_suppkey#8) AND isnotnull(s_nationkey#9))

(14) WholeStageCodegenTransformer (2)
Input [2]: [s_suppkey#8, s_nationkey#9]
Arguments: false

(15) ColumnarBroadcastExchange
Input [2]: [s_suppkey#8, s_nationkey#9]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, false]),false), [plan_id=2]

(16) InputAdapter
Input [2]: [s_suppkey#8, s_nationkey#9]

(17) InputIteratorTransformer
Input [2]: [s_suppkey#8, s_nationkey#9]

(18) BroadcastHashJoinExecTransformer
Left keys [1]: [l_suppkey#5]
Right keys [1]: [s_suppkey#8]
Join type: Inner
Join condition: None

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

(20) FileSourceScanExecTransformer parquet spark_catalog.default.orders
Output [3]: [o_orderkey#10, o_custkey#11, o_orderdate#12]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/orders]
PushedFilters: [IsNotNull(o_orderdate), GreaterThanOrEqual(o_orderdate,1995-01-01), LessThanOrEqual(o_orderdate,1996-12-31), IsNotNull(o_orderkey), IsNotNull(o_custkey)]
ReadSchema: struct<o_orderkey:bigint,o_custkey:bigint,o_orderdate:date>

(21) FilterExecTransformer
Input [3]: [o_orderkey#10, o_custkey#11, o_orderdate#12]
Arguments: ((((isnotnull(o_orderdate#12) AND (o_orderdate#12 >= 1995-01-01)) AND (o_orderdate#12 <= 1996-12-31)) AND isnotnull(o_orderkey#10)) AND isnotnull(o_custkey#11))

(22) WholeStageCodegenTransformer (3)
Input [3]: [o_orderkey#10, o_custkey#11, o_orderdate#12]
Arguments: false

(23) ColumnarBroadcastExchange
Input [3]: [o_orderkey#10, o_custkey#11, o_orderdate#12]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, false]),false), [plan_id=3]

(24) InputAdapter
Input [3]: [o_orderkey#10, o_custkey#11, o_orderdate#12]

(25) InputIteratorTransformer
Input [3]: [o_orderkey#10, o_custkey#11, o_orderdate#12]

(26) BroadcastHashJoinExecTransformer
Left keys [1]: [l_orderkey#3]
Right keys [1]: [o_orderkey#10]
Join type: Inner
Join condition: None

(27) ProjectExecTransformer
Output [5]: [l_extendedprice#6, l_discount#7, s_nationkey#9, o_custkey#11, o_orderdate#12]
Input [7]: [l_orderkey#3, l_extendedprice#6, l_discount#7, s_nationkey#9, o_orderkey#10, o_custkey#11, o_orderdate#12]

(28) FileSourceScanExecTransformer parquet spark_catalog.default.customer
Output [2]: [c_custkey#13, c_nationkey#14]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_custkey), IsNotNull(c_nationkey)]
ReadSchema: struct<c_custkey:bigint,c_nationkey:bigint>

(29) FilterExecTransformer
Input [2]: [c_custkey#13, c_nationkey#14]
Arguments: (isnotnull(c_custkey#13) AND isnotnull(c_nationkey#14))

(30) WholeStageCodegenTransformer (4)
Input [2]: [c_custkey#13, c_nationkey#14]
Arguments: false

(31) ColumnarBroadcastExchange
Input [2]: [c_custkey#13, c_nationkey#14]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, false]),false), [plan_id=4]

(32) InputAdapter
Input [2]: [c_custkey#13, c_nationkey#14]

(33) InputIteratorTransformer
Input [2]: [c_custkey#13, c_nationkey#14]

(34) BroadcastHashJoinExecTransformer
Left keys [1]: [o_custkey#11]
Right keys [1]: [c_custkey#13]
Join type: Inner
Join condition: None

(35) ProjectExecTransformer
Output [5]: [l_extendedprice#6, l_discount#7, s_nationkey#9, o_orderdate#12, c_nationkey#14]
Input [7]: [l_extendedprice#6, l_discount#7, s_nationkey#9, o_custkey#11, o_orderdate#12, c_custkey#13, c_nationkey#14]

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

(37) FilterExecTransformer
Input [2]: [n_nationkey#15, n_regionkey#16]
Arguments: (isnotnull(n_nationkey#15) AND isnotnull(n_regionkey#16))

(38) WholeStageCodegenTransformer (5)
Input [2]: [n_nationkey#15, n_regionkey#16]
Arguments: false

(39) ColumnarBroadcastExchange
Input [2]: [n_nationkey#15, n_regionkey#16]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, false]),false), [plan_id=5]

(40) InputAdapter
Input [2]: [n_nationkey#15, n_regionkey#16]

(41) InputIteratorTransformer
Input [2]: [n_nationkey#15, n_regionkey#16]

(42) BroadcastHashJoinExecTransformer
Left keys [1]: [c_nationkey#14]
Right keys [1]: [n_nationkey#15]
Join type: Inner
Join condition: None

(43) ProjectExecTransformer
Output [5]: [l_extendedprice#6, l_discount#7, s_nationkey#9, o_orderdate#12, n_regionkey#16]
Input [7]: [l_extendedprice#6, l_discount#7, s_nationkey#9, o_orderdate#12, c_nationkey#14, n_nationkey#15, n_regionkey#16]

(44) FileSourceScanExecTransformer parquet spark_catalog.default.nation
Output [2]: [n_nationkey#17, n_name#18]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/nation]
PushedFilters: [IsNotNull(n_nationkey)]
ReadSchema: struct<n_nationkey:bigint,n_name:string>

(45) FilterExecTransformer
Input [2]: [n_nationkey#17, n_name#18]
Arguments: isnotnull(n_nationkey#17)

(46) WholeStageCodegenTransformer (6)
Input [2]: [n_nationkey#17, n_name#18]
Arguments: false

(47) ColumnarBroadcastExchange
Input [2]: [n_nationkey#17, n_name#18]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, false]),false), [plan_id=6]

(48) InputAdapter
Input [2]: [n_nationkey#17, n_name#18]

(49) InputIteratorTransformer
Input [2]: [n_nationkey#17, n_name#18]

(50) BroadcastHashJoinExecTransformer
Left keys [1]: [s_nationkey#9]
Right keys [1]: [n_nationkey#17]
Join type: Inner
Join condition: None

(51) ProjectExecTransformer
Output [5]: [l_extendedprice#6, l_discount#7, o_orderdate#12, n_regionkey#16, n_name#18]
Input [7]: [l_extendedprice#6, l_discount#7, s_nationkey#9, o_orderdate#12, n_regionkey#16, n_nationkey#17, n_name#18]

(52) FileSourceScanExecTransformer parquet spark_catalog.default.region
Output [2]: [r_regionkey#19, r_name#20]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/region]
PushedFilters: [IsNotNull(r_name), EqualTo(r_name,AMERICA), IsNotNull(r_regionkey)]
ReadSchema: struct<r_regionkey:bigint,r_name:string>

(53) FilterExecTransformer
Input [2]: [r_regionkey#19, r_name#20]
Arguments: ((isnotnull(r_name#20) AND (r_name#20 = AMERICA)) AND isnotnull(r_regionkey#19))

(54) ProjectExecTransformer
Output [1]: [r_regionkey#19]
Input [2]: [r_regionkey#19, r_name#20]

(55) WholeStageCodegenTransformer (7)
Input [1]: [r_regionkey#19]
Arguments: false

(56) ColumnarBroadcastExchange
Input [1]: [r_regionkey#19]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, true]),false), [plan_id=7]

(57) InputAdapter
Input [1]: [r_regionkey#19]

(58) InputIteratorTransformer
Input [1]: [r_regionkey#19]

(59) BroadcastHashJoinExecTransformer
Left keys [1]: [n_regionkey#16]
Right keys [1]: [r_regionkey#19]
Join type: Inner
Join condition: None

(60) ProjectExecTransformer
Output [3]: [year(o_orderdate#12) AS o_year#21, (l_extendedprice#6 * (1 - l_discount#7)) AS volume#22, CASE WHEN (n_name#18 = BRAZIL) THEN (l_extendedprice#6 * (1 - l_discount#7)) ELSE 0 END AS _pre_1#23]
Input [6]: [l_extendedprice#6, l_discount#7, o_orderdate#12, n_regionkey#16, n_name#18, r_regionkey#19]

(61) FlushableHashAggregateExecTransformer
Input [3]: [o_year#21, volume#22, _pre_1#23]
Keys [1]: [o_year#21]
Functions [2]: [partial_sum(_pre_1#23), partial_sum(volume#22)]
Aggregate Attributes [4]: [sum#24, isEmpty#25, sum#26, isEmpty#27]
Results [5]: [o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31]

(62) ProjectExecTransformer
Output [6]: [hash(o_year#21, 42) AS hash_partition_key#32, o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31]
Input [5]: [o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31]

(63) WholeStageCodegenTransformer (8)
Input [6]: [hash_partition_key#32, o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31]
Arguments: false

(64) VeloxResizeBatches
Input [6]: [hash_partition_key#32, o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31]
Arguments: 1024, 2147483647, 10485760

(65) ColumnarExchange
Input [6]: [hash_partition_key#32, o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31]
Arguments: hashpartitioning(o_year#21, 1), ENSURE_REQUIREMENTS, [o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31], [plan_id=8], [shuffle_writer_type=hash]

(66) InputAdapter
Input [5]: [o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31]

(67) InputIteratorTransformer
Input [5]: [o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31]

(68) RegularHashAggregateExecTransformer
Input [5]: [o_year#21, sum#28, isEmpty#29, sum#30, isEmpty#31]
Keys [1]: [o_year#21]
Functions [2]: [sum(CASE WHEN (nation#33 = BRAZIL) THEN volume#22 ELSE 0 END), sum(volume#22)]
Aggregate Attributes [2]: [sum(CASE WHEN (nation#33 = BRAZIL) THEN volume#22 ELSE 0 END)#34, sum(volume#22)#35]
Results [3]: [o_year#21, sum(CASE WHEN (nation#33 = BRAZIL) THEN volume#22 ELSE 0 END)#34, sum(volume#22)#35]

(69) ProjectExecTransformer
Output [2]: [o_year#21, (sum(CASE WHEN (nation#33 = BRAZIL) THEN volume#22 ELSE 0 END)#34 / sum(volume#22)#35) AS mkt_share#36]
Input [3]: [o_year#21, sum(CASE WHEN (nation#33 = BRAZIL) THEN volume#22 ELSE 0 END)#34, sum(volume#22)#35]

(70) WholeStageCodegenTransformer (9)
Input [2]: [o_year#21, mkt_share#36]
Arguments: false

(71) VeloxResizeBatches
Input [2]: [o_year#21, mkt_share#36]
Arguments: 1024, 2147483647, 10485760

(72) ColumnarExchange
Input [2]: [o_year#21, mkt_share#36]
Arguments: rangepartitioning(o_year#21 ASC NULLS FIRST, 1), ENSURE_REQUIREMENTS, [plan_id=9], [shuffle_writer_type=hash]

(73) InputAdapter
Input [2]: [o_year#21, mkt_share#36]

(74) InputIteratorTransformer
Input [2]: [o_year#21, mkt_share#36]

(75) SortExecTransformer
Input [2]: [o_year#21, mkt_share#36]
Arguments: [o_year#21 ASC NULLS FIRST], true, 0

(76) WholeStageCodegenTransformer (10)
Input [2]: [o_year#21, mkt_share#36]
Arguments: false

(77) VeloxColumnarToRow
Input [2]: [o_year#21, mkt_share#36]

