== Physical Plan ==
VeloxColumnarToRow (105)
+- TakeOrderedAndProjectExecTransformer (104)
   +- ^ ProjectExecTransformer (102)
      +- ^ RegularHashAggregateExecTransformer (101)
         +- ^ InputIteratorTransformer (100)
            +- ColumnarExchange (98)
               +- VeloxResizeBatches (97)
                  +- ^ ProjectExecTransformer (95)
                     +- ^ FlushableHashAggregateExecTransformer (94)
                        +- ^ ProjectExecTransformer (93)
                           +- ^ ShuffledHashJoinExecTransformer LeftOuter BuildRight (92)
                              :- ^ InputIteratorTransformer (83)
                              :  +- ColumnarExchange (81)
                              :     +- VeloxResizeBatches (80)
                              :        +- ^ ProjectExecTransformer (78)
                              :           +- ^ BroadcastHashJoinExecTransformer LeftOuter BuildRight (77)
                              :              :- ^ ProjectExecTransformer (70)
                              :              :  +- ^ ShuffledHashJoinExecTransformer Inner BuildRight (69)
                              :              :     :- ^ InputIteratorTransformer (53)
                              :              :     :  +- ColumnarExchange (51)
                              :              :     :     +- VeloxResizeBatches (50)
                              :              :     :        +- ^ ProjectExecTransformer (48)
                              :              :     :           +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (47)
                              :              :     :              :- ^ ProjectExecTransformer (43)
                              :              :     :              :  +- ^ ShuffledHashJoinExecTransformer Inner BuildRight (42)
                              :              :     :              :     :- ^ InputIteratorTransformer (33)
                              :              :     :              :     :  +- ColumnarExchange (31)
                              :              :     :              :     :     +- VeloxResizeBatches (30)
                              :              :     :              :     :        +- ^ 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.catalog_sales (1)
                              :              :     :              :     :              :     :     +- ^ InputIteratorTransformer (9)
                              :              :     :              :     :              :     :        +- ColumnarBroadcastExchange (7)
                              :              :     :              :     :              :     :           +- ^ ProjectExecTransformer (5)
                              :              :     :              :     :              :     :              +- ^ FilterExecTransformer (4)
                              :              :     :              :     :              :     :                 +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.household_demographics (3)
                              :              :     :              :     :              :     +- ^ InputIteratorTransformer (18)
                              :              :     :              :     :              :        +- ColumnarBroadcastExchange (16)
                              :              :     :              :     :              :           +- ^ ProjectExecTransformer (14)
                              :              :     :              :     :              :              +- ^ FilterExecTransformer (13)
                              :              :     :              :     :              :                 +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.customer_demographics (12)
                              :              :     :              :     :              +- ^ InputIteratorTransformer (26)
                              :              :     :              :     :                 +- ColumnarBroadcastExchange (24)
                              :              :     :              :     :                    +- ^ FilterExecTransformer (22)
                              :              :     :              :     :                       +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.date_dim (21)
                              :              :     :              :     +- ^ InputIteratorTransformer (41)
                              :              :     :              :        +- ColumnarExchange (39)
                              :              :     :              :           +- VeloxResizeBatches (38)
                              :              :     :              :              +- ^ ProjectExecTransformer (36)
                              :              :     :              :                 +- ^ FilterExecTransformer (35)
                              :              :     :              :                    +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.item (34)
                              :              :     :              +- ^ InputIteratorTransformer (46)
                              :              :     :                 +- ReusedExchange (44)
                              :              :     +- ^ InputIteratorTransformer (68)
                              :              :        +- ColumnarExchange (66)
                              :              :           +- VeloxResizeBatches (65)
                              :              :              +- ^ ProjectExecTransformer (63)
                              :              :                 +- ^ BroadcastHashJoinExecTransformer Inner BuildRight (62)
                              :              :                    :- ^ FilterExecTransformer (55)
                              :              :                    :  +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.inventory (54)
                              :              :                    +- ^ InputIteratorTransformer (61)
                              :              :                       +- ColumnarBroadcastExchange (59)
                              :              :                          +- ^ FilterExecTransformer (57)
                              :              :                             +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.warehouse (56)
                              :              +- ^ InputIteratorTransformer (76)
                              :                 +- ColumnarBroadcastExchange (74)
                              :                    +- ^ FilterExecTransformer (72)
                              :                       +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.promotion (71)
                              +- ^ InputIteratorTransformer (91)
                                 +- ColumnarExchange (89)
                                    +- VeloxResizeBatches (88)
                                       +- ^ ProjectExecTransformer (86)
                                          +- ^ FilterExecTransformer (85)
                                             +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.catalog_returns (84)


(1) FileSourceScanExecTransformer parquet spark_catalog.default.catalog_sales
Output [8]: [cs_ship_date_sk#1, cs_bill_cdemo_sk#2, cs_bill_hdemo_sk#3, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(cs_sold_date_sk#8), dynamicpruningexpression(cs_sold_date_sk#8 IN dynamicpruning#9)]
PushedFilters: [IsNotNull(cs_quantity), IsNotNull(cs_item_sk), IsNotNull(cs_bill_cdemo_sk), IsNotNull(cs_bill_hdemo_sk), IsNotNull(cs_ship_date_sk)]
ReadSchema: struct<cs_ship_date_sk:int,cs_bill_cdemo_sk:int,cs_bill_hdemo_sk:int,cs_item_sk:int,cs_promo_sk:int,cs_order_number:int,cs_quantity:int>

(2) FilterExecTransformer
Input [8]: [cs_ship_date_sk#1, cs_bill_cdemo_sk#2, cs_bill_hdemo_sk#3, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8]
Arguments: ((((isnotnull(cs_quantity#7) AND isnotnull(cs_item_sk#4)) AND isnotnull(cs_bill_cdemo_sk#2)) AND isnotnull(cs_bill_hdemo_sk#3)) AND isnotnull(cs_ship_date_sk#1))

(3) FileSourceScanExecTransformer parquet spark_catalog.default.household_demographics
Output [2]: [hd_demo_sk#10, hd_buy_potential#11]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/household_demographics]
PushedFilters: [IsNotNull(hd_buy_potential), EqualTo(hd_buy_potential,1001-5000      ), IsNotNull(hd_demo_sk)]
ReadSchema: struct<hd_demo_sk:int,hd_buy_potential:string>

(4) FilterExecTransformer
Input [2]: [hd_demo_sk#10, hd_buy_potential#11]
Arguments: ((isnotnull(hd_buy_potential#11) AND (hd_buy_potential#11 = 1001-5000      )) AND isnotnull(hd_demo_sk#10))

(5) ProjectExecTransformer
Output [1]: [hd_demo_sk#10]
Input [2]: [hd_demo_sk#10, hd_buy_potential#11]

(6) WholeStageCodegenTransformer (3)
Input [1]: [hd_demo_sk#10]
Arguments: false

(7) ColumnarBroadcastExchange
Input [1]: [hd_demo_sk#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=1]

(8) InputAdapter
Input [1]: [hd_demo_sk#10]

(9) InputIteratorTransformer
Input [1]: [hd_demo_sk#10]

(10) BroadcastHashJoinExecTransformer
Left keys [1]: [cs_bill_hdemo_sk#3]
Right keys [1]: [hd_demo_sk#10]
Join type: Inner
Join condition: None

(11) ProjectExecTransformer
Output [7]: [cs_ship_date_sk#1, cs_bill_cdemo_sk#2, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8]
Input [9]: [cs_ship_date_sk#1, cs_bill_cdemo_sk#2, cs_bill_hdemo_sk#3, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, hd_demo_sk#10]

(12) FileSourceScanExecTransformer parquet spark_catalog.default.customer_demographics
Output [2]: [cd_demo_sk#12, cd_marital_status#13]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/customer_demographics]
PushedFilters: [IsNotNull(cd_marital_status), EqualTo(cd_marital_status,M), IsNotNull(cd_demo_sk)]
ReadSchema: struct<cd_demo_sk:int,cd_marital_status:string>

(13) FilterExecTransformer
Input [2]: [cd_demo_sk#12, cd_marital_status#13]
Arguments: ((isnotnull(cd_marital_status#13) AND (cd_marital_status#13 = M)) AND isnotnull(cd_demo_sk#12))

(14) ProjectExecTransformer
Output [1]: [cd_demo_sk#12]
Input [2]: [cd_demo_sk#12, cd_marital_status#13]

(15) WholeStageCodegenTransformer (4)
Input [1]: [cd_demo_sk#12]
Arguments: false

(16) ColumnarBroadcastExchange
Input [1]: [cd_demo_sk#12]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=2]

(17) InputAdapter
Input [1]: [cd_demo_sk#12]

(18) InputIteratorTransformer
Input [1]: [cd_demo_sk#12]

(19) BroadcastHashJoinExecTransformer
Left keys [1]: [cs_bill_cdemo_sk#2]
Right keys [1]: [cd_demo_sk#12]
Join type: Inner
Join condition: None

(20) ProjectExecTransformer
Output [6]: [cs_ship_date_sk#1, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8]
Input [8]: [cs_ship_date_sk#1, cs_bill_cdemo_sk#2, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, cd_demo_sk#12]

(21) FileSourceScanExecTransformer parquet spark_catalog.default.date_dim
Output [2]: [d_date_sk#14, d_date#15]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_date), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_date:date>

(22) FilterExecTransformer
Input [2]: [d_date_sk#14, d_date#15]
Arguments: (isnotnull(d_date#15) AND isnotnull(d_date_sk#14))

(23) WholeStageCodegenTransformer (5)
Input [2]: [d_date_sk#14, d_date#15]
Arguments: false

(24) ColumnarBroadcastExchange
Input [2]: [d_date_sk#14, d_date#15]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=3]

(25) InputAdapter
Input [2]: [d_date_sk#14, d_date#15]

(26) InputIteratorTransformer
Input [2]: [d_date_sk#14, d_date#15]

(27) BroadcastHashJoinExecTransformer
Left keys [1]: [cs_ship_date_sk#1]
Right keys [1]: [d_date_sk#14]
Join type: Inner
Join condition: None

(28) ProjectExecTransformer
Output [7]: [hash(cs_item_sk#4, 42) AS hash_partition_key#16, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15]
Input [8]: [cs_ship_date_sk#1, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date_sk#14, d_date#15]

(29) WholeStageCodegenTransformer (6)
Input [7]: [hash_partition_key#16, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15]
Arguments: false

(30) VeloxResizeBatches
Input [7]: [hash_partition_key#16, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15]
Arguments: 1024, 2147483647, 10485760

(31) ColumnarExchange
Input [7]: [hash_partition_key#16, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15]
Arguments: hashpartitioning(cs_item_sk#4, 1), ENSURE_REQUIREMENTS, [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15], [plan_id=4], [shuffle_writer_type=hash]

(32) InputAdapter
Input [6]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15]

(33) InputIteratorTransformer
Input [6]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15]

(34) FileSourceScanExecTransformer parquet spark_catalog.default.item
Output [2]: [i_item_sk#17, i_item_desc#18]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_item_sk)]
ReadSchema: struct<i_item_sk:int,i_item_desc:string>

(35) FilterExecTransformer
Input [2]: [i_item_sk#17, i_item_desc#18]
Arguments: isnotnull(i_item_sk#17)

(36) ProjectExecTransformer
Output [3]: [hash(i_item_sk#17, 42) AS hash_partition_key#19, i_item_sk#17, i_item_desc#18]
Input [2]: [i_item_sk#17, i_item_desc#18]

(37) WholeStageCodegenTransformer (7)
Input [3]: [hash_partition_key#19, i_item_sk#17, i_item_desc#18]
Arguments: false

(38) VeloxResizeBatches
Input [3]: [hash_partition_key#19, i_item_sk#17, i_item_desc#18]
Arguments: 1024, 2147483647, 10485760

(39) ColumnarExchange
Input [3]: [hash_partition_key#19, i_item_sk#17, i_item_desc#18]
Arguments: hashpartitioning(i_item_sk#17, 1), ENSURE_REQUIREMENTS, [i_item_sk#17, i_item_desc#18], [plan_id=5], [shuffle_writer_type=hash]

(40) InputAdapter
Input [2]: [i_item_sk#17, i_item_desc#18]

(41) InputIteratorTransformer
Input [2]: [i_item_sk#17, i_item_desc#18]

(42) ShuffledHashJoinExecTransformer
Left keys [1]: [cs_item_sk#4]
Right keys [1]: [i_item_sk#17]
Join type: Inner
Join condition: None

(43) ProjectExecTransformer
Output [7]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15, i_item_desc#18]
Input [8]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15, i_item_sk#17, i_item_desc#18]

(44) ReusedExchange [Reuses operator id: 118]
Output [4]: [d_date_sk#20, d_date#21, d_week_seq#22, d_date_sk#23]

(45) InputAdapter
Input [4]: [d_date_sk#20, d_date#21, d_week_seq#22, d_date_sk#23]

(46) InputIteratorTransformer
Input [4]: [d_date_sk#20, d_date#21, d_week_seq#22, d_date_sk#23]

(47) BroadcastHashJoinExecTransformer
Left keys [1]: [cs_sold_date_sk#8]
Right keys [1]: [d_date_sk#20]
Join type: Inner
Join condition: (d_date#15 > date_add(d_date#21, 5))

(48) ProjectExecTransformer
Output [8]: [hash(cs_item_sk#4, d_date_sk#23, 42) AS hash_partition_key#24, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, i_item_desc#18, d_week_seq#22, d_date_sk#23]
Input [11]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, cs_sold_date_sk#8, d_date#15, i_item_desc#18, d_date_sk#20, d_date#21, d_week_seq#22, d_date_sk#23]

(49) WholeStageCodegenTransformer (10)
Input [8]: [hash_partition_key#24, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, i_item_desc#18, d_week_seq#22, d_date_sk#23]
Arguments: false

(50) VeloxResizeBatches
Input [8]: [hash_partition_key#24, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, i_item_desc#18, d_week_seq#22, d_date_sk#23]
Arguments: 1024, 2147483647, 10485760

(51) ColumnarExchange
Input [8]: [hash_partition_key#24, cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, i_item_desc#18, d_week_seq#22, d_date_sk#23]
Arguments: hashpartitioning(cs_item_sk#4, d_date_sk#23, 1), ENSURE_REQUIREMENTS, [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, i_item_desc#18, d_week_seq#22, d_date_sk#23], [plan_id=6], [shuffle_writer_type=hash]

(52) InputAdapter
Input [7]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, i_item_desc#18, d_week_seq#22, d_date_sk#23]

(53) InputIteratorTransformer
Input [7]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, i_item_desc#18, d_week_seq#22, d_date_sk#23]

(54) FileSourceScanExecTransformer parquet spark_catalog.default.inventory
Output [4]: [inv_item_sk#25, inv_warehouse_sk#26, inv_quantity_on_hand#27, inv_date_sk#28]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(inv_date_sk#28), dynamicpruningexpression(true)]
PushedFilters: [IsNotNull(inv_quantity_on_hand), IsNotNull(inv_item_sk), IsNotNull(inv_warehouse_sk)]
ReadSchema: struct<inv_item_sk:int,inv_warehouse_sk:int,inv_quantity_on_hand:int>

(55) FilterExecTransformer
Input [4]: [inv_item_sk#25, inv_warehouse_sk#26, inv_quantity_on_hand#27, inv_date_sk#28]
Arguments: ((isnotnull(inv_quantity_on_hand#27) AND isnotnull(inv_item_sk#25)) AND isnotnull(inv_warehouse_sk#26))

(56) FileSourceScanExecTransformer parquet spark_catalog.default.warehouse
Output [2]: [w_warehouse_sk#29, w_warehouse_name#30]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/warehouse]
PushedFilters: [IsNotNull(w_warehouse_sk)]
ReadSchema: struct<w_warehouse_sk:int,w_warehouse_name:string>

(57) FilterExecTransformer
Input [2]: [w_warehouse_sk#29, w_warehouse_name#30]
Arguments: isnotnull(w_warehouse_sk#29)

(58) WholeStageCodegenTransformer (11)
Input [2]: [w_warehouse_sk#29, w_warehouse_name#30]
Arguments: false

(59) ColumnarBroadcastExchange
Input [2]: [w_warehouse_sk#29, w_warehouse_name#30]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=7]

(60) InputAdapter
Input [2]: [w_warehouse_sk#29, w_warehouse_name#30]

(61) InputIteratorTransformer
Input [2]: [w_warehouse_sk#29, w_warehouse_name#30]

(62) BroadcastHashJoinExecTransformer
Left keys [1]: [inv_warehouse_sk#26]
Right keys [1]: [w_warehouse_sk#29]
Join type: Inner
Join condition: None

(63) ProjectExecTransformer
Output [5]: [hash(inv_item_sk#25, inv_date_sk#28, 42) AS hash_partition_key#31, inv_item_sk#25, inv_quantity_on_hand#27, inv_date_sk#28, w_warehouse_name#30]
Input [6]: [inv_item_sk#25, inv_warehouse_sk#26, inv_quantity_on_hand#27, inv_date_sk#28, w_warehouse_sk#29, w_warehouse_name#30]

(64) WholeStageCodegenTransformer (12)
Input [5]: [hash_partition_key#31, inv_item_sk#25, inv_quantity_on_hand#27, inv_date_sk#28, w_warehouse_name#30]
Arguments: false

(65) VeloxResizeBatches
Input [5]: [hash_partition_key#31, inv_item_sk#25, inv_quantity_on_hand#27, inv_date_sk#28, w_warehouse_name#30]
Arguments: 1024, 2147483647, 10485760

(66) ColumnarExchange
Input [5]: [hash_partition_key#31, inv_item_sk#25, inv_quantity_on_hand#27, inv_date_sk#28, w_warehouse_name#30]
Arguments: hashpartitioning(inv_item_sk#25, inv_date_sk#28, 1), ENSURE_REQUIREMENTS, [inv_item_sk#25, inv_quantity_on_hand#27, inv_date_sk#28, w_warehouse_name#30], [plan_id=8], [shuffle_writer_type=hash]

(67) InputAdapter
Input [4]: [inv_item_sk#25, inv_quantity_on_hand#27, inv_date_sk#28, w_warehouse_name#30]

(68) InputIteratorTransformer
Input [4]: [inv_item_sk#25, inv_quantity_on_hand#27, inv_date_sk#28, w_warehouse_name#30]

(69) ShuffledHashJoinExecTransformer
Left keys [2]: [cs_item_sk#4, d_date_sk#23]
Right keys [2]: [inv_item_sk#25, inv_date_sk#28]
Join type: Inner
Join condition: (inv_quantity_on_hand#27 < cs_quantity#7)

(70) ProjectExecTransformer
Output [6]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22]
Input [11]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, cs_quantity#7, i_item_desc#18, d_week_seq#22, d_date_sk#23, inv_item_sk#25, inv_quantity_on_hand#27, inv_date_sk#28, w_warehouse_name#30]

(71) FileSourceScanExecTransformer parquet spark_catalog.default.promotion
Output [1]: [p_promo_sk#32]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/promotion]
PushedFilters: [IsNotNull(p_promo_sk)]
ReadSchema: struct<p_promo_sk:int>

(72) FilterExecTransformer
Input [1]: [p_promo_sk#32]
Arguments: isnotnull(p_promo_sk#32)

(73) WholeStageCodegenTransformer (13)
Input [1]: [p_promo_sk#32]
Arguments: false

(74) ColumnarBroadcastExchange
Input [1]: [p_promo_sk#32]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=9]

(75) InputAdapter
Input [1]: [p_promo_sk#32]

(76) InputIteratorTransformer
Input [1]: [p_promo_sk#32]

(77) BroadcastHashJoinExecTransformer
Left keys [1]: [cs_promo_sk#5]
Right keys [1]: [p_promo_sk#32]
Join type: LeftOuter
Join condition: None

(78) ProjectExecTransformer
Output [6]: [hash(cs_item_sk#4, cs_order_number#6, 42) AS hash_partition_key#33, cs_item_sk#4, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22]
Input [7]: [cs_item_sk#4, cs_promo_sk#5, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22, p_promo_sk#32]

(79) WholeStageCodegenTransformer (14)
Input [6]: [hash_partition_key#33, cs_item_sk#4, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22]
Arguments: false

(80) VeloxResizeBatches
Input [6]: [hash_partition_key#33, cs_item_sk#4, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22]
Arguments: 1024, 2147483647, 10485760

(81) ColumnarExchange
Input [6]: [hash_partition_key#33, cs_item_sk#4, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22]
Arguments: hashpartitioning(cs_item_sk#4, cs_order_number#6, 1), ENSURE_REQUIREMENTS, [cs_item_sk#4, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22], [plan_id=10], [shuffle_writer_type=hash]

(82) InputAdapter
Input [5]: [cs_item_sk#4, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22]

(83) InputIteratorTransformer
Input [5]: [cs_item_sk#4, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22]

(84) FileSourceScanExecTransformer parquet spark_catalog.default.catalog_returns
Output [3]: [cr_item_sk#34, cr_order_number#35, cr_returned_date_sk#36]
Batched: true
Location: CatalogFileIndex [{warehouse_dir}/catalog_returns]
PushedFilters: [IsNotNull(cr_item_sk), IsNotNull(cr_order_number)]
ReadSchema: struct<cr_item_sk:int,cr_order_number:int>

(85) FilterExecTransformer
Input [3]: [cr_item_sk#34, cr_order_number#35, cr_returned_date_sk#36]
Arguments: (isnotnull(cr_item_sk#34) AND isnotnull(cr_order_number#35))

(86) ProjectExecTransformer
Output [3]: [hash(cr_item_sk#34, cr_order_number#35, 42) AS hash_partition_key#37, cr_item_sk#34, cr_order_number#35]
Input [3]: [cr_item_sk#34, cr_order_number#35, cr_returned_date_sk#36]

(87) WholeStageCodegenTransformer (15)
Input [3]: [hash_partition_key#37, cr_item_sk#34, cr_order_number#35]
Arguments: false

(88) VeloxResizeBatches
Input [3]: [hash_partition_key#37, cr_item_sk#34, cr_order_number#35]
Arguments: 1024, 2147483647, 10485760

(89) ColumnarExchange
Input [3]: [hash_partition_key#37, cr_item_sk#34, cr_order_number#35]
Arguments: hashpartitioning(cr_item_sk#34, cr_order_number#35, 1), ENSURE_REQUIREMENTS, [cr_item_sk#34, cr_order_number#35], [plan_id=11], [shuffle_writer_type=hash]

(90) InputAdapter
Input [2]: [cr_item_sk#34, cr_order_number#35]

(91) InputIteratorTransformer
Input [2]: [cr_item_sk#34, cr_order_number#35]

(92) ShuffledHashJoinExecTransformer
Left keys [2]: [cs_item_sk#4, cs_order_number#6]
Right keys [2]: [cr_item_sk#34, cr_order_number#35]
Join type: LeftOuter
Join condition: None

(93) ProjectExecTransformer
Output [3]: [w_warehouse_name#30, i_item_desc#18, d_week_seq#22]
Input [7]: [cs_item_sk#4, cs_order_number#6, w_warehouse_name#30, i_item_desc#18, d_week_seq#22, cr_item_sk#34, cr_order_number#35]

(94) FlushableHashAggregateExecTransformer
Input [3]: [w_warehouse_name#30, i_item_desc#18, d_week_seq#22]
Keys [3]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22]
Functions [1]: [partial_count(1)]
Aggregate Attributes [1]: [count#38]
Results [4]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39]

(95) ProjectExecTransformer
Output [5]: [hash(i_item_desc#18, w_warehouse_name#30, d_week_seq#22, 42) AS hash_partition_key#40, i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39]
Input [4]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39]

(96) WholeStageCodegenTransformer (16)
Input [5]: [hash_partition_key#40, i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39]
Arguments: false

(97) VeloxResizeBatches
Input [5]: [hash_partition_key#40, i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39]
Arguments: 1024, 2147483647, 10485760

(98) ColumnarExchange
Input [5]: [hash_partition_key#40, i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39]
Arguments: hashpartitioning(i_item_desc#18, w_warehouse_name#30, d_week_seq#22, 1), ENSURE_REQUIREMENTS, [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39], [plan_id=12], [shuffle_writer_type=hash]

(99) InputAdapter
Input [4]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39]

(100) InputIteratorTransformer
Input [4]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39]

(101) RegularHashAggregateExecTransformer
Input [4]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count#39]
Keys [3]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22]
Functions [1]: [count(1)]
Aggregate Attributes [1]: [count(1)#41]
Results [4]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count(1)#41]

(102) ProjectExecTransformer
Output [6]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count(1)#41 AS no_promo#42, count(1)#41 AS promo#43, count(1)#41 AS total_cnt#44]
Input [4]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, count(1)#41]

(103) WholeStageCodegenTransformer (17)
Input [6]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, no_promo#42, promo#43, total_cnt#44]
Arguments: false

(104) TakeOrderedAndProjectExecTransformer
Input [6]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, no_promo#42, promo#43, total_cnt#44]
Arguments: 100, [total_cnt#44 DESC NULLS LAST, i_item_desc#18 ASC NULLS FIRST, w_warehouse_name#30 ASC NULLS FIRST, d_week_seq#22 ASC NULLS FIRST], [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, no_promo#42, promo#43, total_cnt#44], 0

(105) VeloxColumnarToRow
Input [6]: [i_item_desc#18, w_warehouse_name#30, d_week_seq#22, no_promo#42, promo#43, total_cnt#44]

===== Subqueries =====

Subquery:1 Hosting operator id = 1 Hosting Expression = cs_sold_date_sk#8 IN dynamicpruning#9
ColumnarBroadcastExchange (118)
+- ^ ProjectExecTransformer (116)
   +- ^ BroadcastHashJoinExecTransformer Inner BuildLeft (115)
      :- ^ InputIteratorTransformer (112)
      :  +- ColumnarBroadcastExchange (110)
      :     +- ^ ProjectExecTransformer (108)
      :        +- ^ FilterExecTransformer (107)
      :           +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.date_dim (106)
      +- ^ FilterExecTransformer (114)
         +- ^ FileSourceScanExecTransformer parquet spark_catalog.default.date_dim (113)


(106) FileSourceScanExecTransformer parquet spark_catalog.default.date_dim
Output [4]: [d_date_sk#20, d_date#21, d_week_seq#22, d_year#45]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk), IsNotNull(d_week_seq), IsNotNull(d_date)]
ReadSchema: struct<d_date_sk:int,d_date:date,d_week_seq:int,d_year:int>

(107) FilterExecTransformer
Input [4]: [d_date_sk#20, d_date#21, d_week_seq#22, d_year#45]
Arguments: ((((isnotnull(d_year#45) AND (d_year#45 = 2001)) AND isnotnull(d_date_sk#20)) AND isnotnull(d_week_seq#22)) AND isnotnull(d_date#21))

(108) ProjectExecTransformer
Output [3]: [d_date_sk#20, d_date#21, d_week_seq#22]
Input [4]: [d_date_sk#20, d_date#21, d_week_seq#22, d_year#45]

(109) WholeStageCodegenTransformer (1)
Input [3]: [d_date_sk#20, d_date#21, d_week_seq#22]
Arguments: false

(110) ColumnarBroadcastExchange
Input [3]: [d_date_sk#20, d_date#21, d_week_seq#22]
Arguments: HashedRelationBroadcastMode(List(cast(input[2, int, true] as bigint)),false), [plan_id=13]

(111) InputAdapter
Input [3]: [d_date_sk#20, d_date#21, d_week_seq#22]

(112) InputIteratorTransformer
Input [3]: [d_date_sk#20, d_date#21, d_week_seq#22]

(113) FileSourceScanExecTransformer parquet spark_catalog.default.date_dim
Output [2]: [d_date_sk#23, d_week_seq#46]
Batched: true
Location: InMemoryFileIndex [{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_week_seq), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_week_seq:int>

(114) FilterExecTransformer
Input [2]: [d_date_sk#23, d_week_seq#46]
Arguments: (isnotnull(d_week_seq#46) AND isnotnull(d_date_sk#23))

(115) BroadcastHashJoinExecTransformer
Left keys [1]: [d_week_seq#22]
Right keys [1]: [d_week_seq#46]
Join type: Inner
Join condition: None

(116) ProjectExecTransformer
Output [4]: [d_date_sk#20, d_date#21, d_week_seq#22, d_date_sk#23]
Input [5]: [d_date_sk#20, d_date#21, d_week_seq#22, d_date_sk#23, d_week_seq#46]

(117) WholeStageCodegenTransformer (2)
Input [4]: [d_date_sk#20, d_date#21, d_week_seq#22, d_date_sk#23]
Arguments: false

(118) ColumnarBroadcastExchange
Input [4]: [d_date_sk#20, d_date#21, d_week_seq#22, d_date_sk#23]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=14]


