== Physical Plan ==
TakeOrderedAndProject (35)
+- * HashAggregate (34)
   +- Exchange (33)
      +- * HashAggregate (32)
         +- * Project (31)
            +- * BroadcastHashJoin Inner BuildRight (30)
               :- * Project (25)
               :  +- * BroadcastHashJoin Inner BuildRight (24)
               :     :- * Project (19)
               :     :  +- * BroadcastHashJoin Inner BuildRight (18)
               :     :     :- * Project (12)
               :     :     :  +- SortMergeJoin LeftOuter (11)
               :     :     :     :- * Sort (5)
               :     :     :     :  +- Exchange (4)
               :     :     :     :     +- * Filter (3)
               :     :     :     :        +- * ColumnarToRow (2)
               :     :     :     :           +- Scan parquet default.catalog_sales (1)
               :     :     :     +- * Sort (10)
               :     :     :        +- Exchange (9)
               :     :     :           +- * Filter (8)
               :     :     :              +- * ColumnarToRow (7)
               :     :     :                 +- Scan parquet default.catalog_returns (6)
               :     :     +- BroadcastExchange (17)
               :     :        +- * Project (16)
               :     :           +- * Filter (15)
               :     :              +- * ColumnarToRow (14)
               :     :                 +- Scan parquet default.item (13)
               :     +- BroadcastExchange (23)
               :        +- * Filter (22)
               :           +- * ColumnarToRow (21)
               :              +- Scan parquet default.date_dim (20)
               +- BroadcastExchange (29)
                  +- * Filter (28)
                     +- * ColumnarToRow (27)
                        +- Scan parquet default.warehouse (26)


(1) Scan parquet default.catalog_sales
Output [5]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_item_sk#3, cs_order_number#4, cs_sales_price#5]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_sales]
PushedFilters: [IsNotNull(cs_warehouse_sk), IsNotNull(cs_item_sk), IsNotNull(cs_sold_date_sk)]
ReadSchema: struct<cs_sold_date_sk:int,cs_warehouse_sk:int,cs_item_sk:int,cs_order_number:int,cs_sales_price:decimal(7,2)>

(2) ColumnarToRow [codegen id : 1]
Input [5]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_item_sk#3, cs_order_number#4, cs_sales_price#5]

(3) Filter [codegen id : 1]
Input [5]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_item_sk#3, cs_order_number#4, cs_sales_price#5]
Condition : ((isnotnull(cs_warehouse_sk#2) AND isnotnull(cs_item_sk#3)) AND isnotnull(cs_sold_date_sk#1))

(4) Exchange
Input [5]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_item_sk#3, cs_order_number#4, cs_sales_price#5]
Arguments: hashpartitioning(cs_order_number#4, cs_item_sk#3, 5), true, [id=#6]

(5) Sort [codegen id : 2]
Input [5]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_item_sk#3, cs_order_number#4, cs_sales_price#5]
Arguments: [cs_order_number#4 ASC NULLS FIRST, cs_item_sk#3 ASC NULLS FIRST], false, 0

(6) Scan parquet default.catalog_returns
Output [3]: [cr_item_sk#7, cr_order_number#8, cr_refunded_cash#9]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_returns]
PushedFilters: [IsNotNull(cr_order_number), IsNotNull(cr_item_sk)]
ReadSchema: struct<cr_item_sk:int,cr_order_number:int,cr_refunded_cash:decimal(7,2)>

(7) ColumnarToRow [codegen id : 3]
Input [3]: [cr_item_sk#7, cr_order_number#8, cr_refunded_cash#9]

(8) Filter [codegen id : 3]
Input [3]: [cr_item_sk#7, cr_order_number#8, cr_refunded_cash#9]
Condition : (isnotnull(cr_order_number#8) AND isnotnull(cr_item_sk#7))

(9) Exchange
Input [3]: [cr_item_sk#7, cr_order_number#8, cr_refunded_cash#9]
Arguments: hashpartitioning(cr_order_number#8, cr_item_sk#7, 5), true, [id=#10]

(10) Sort [codegen id : 4]
Input [3]: [cr_item_sk#7, cr_order_number#8, cr_refunded_cash#9]
Arguments: [cr_order_number#8 ASC NULLS FIRST, cr_item_sk#7 ASC NULLS FIRST], false, 0

(11) SortMergeJoin
Left keys [2]: [cs_order_number#4, cs_item_sk#3]
Right keys [2]: [cr_order_number#8, cr_item_sk#7]
Join condition: None

(12) Project [codegen id : 8]
Output [5]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_item_sk#3, cs_sales_price#5, cr_refunded_cash#9]
Input [8]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_item_sk#3, cs_order_number#4, cs_sales_price#5, cr_item_sk#7, cr_order_number#8, cr_refunded_cash#9]

(13) Scan parquet default.item
Output [3]: [i_item_sk#11, i_item_id#12, i_current_price#13]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_current_price), GreaterThanOrEqual(i_current_price,0.99), LessThanOrEqual(i_current_price,1.49), IsNotNull(i_item_sk)]
ReadSchema: struct<i_item_sk:int,i_item_id:string,i_current_price:decimal(7,2)>

(14) ColumnarToRow [codegen id : 5]
Input [3]: [i_item_sk#11, i_item_id#12, i_current_price#13]

(15) Filter [codegen id : 5]
Input [3]: [i_item_sk#11, i_item_id#12, i_current_price#13]
Condition : (((isnotnull(i_current_price#13) AND (i_current_price#13 >= 0.99)) AND (i_current_price#13 <= 1.49)) AND isnotnull(i_item_sk#11))

(16) Project [codegen id : 5]
Output [2]: [i_item_sk#11, i_item_id#12]
Input [3]: [i_item_sk#11, i_item_id#12, i_current_price#13]

(17) BroadcastExchange
Input [2]: [i_item_sk#11, i_item_id#12]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#14]

(18) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_item_sk#3]
Right keys [1]: [i_item_sk#11]
Join condition: None

(19) Project [codegen id : 8]
Output [5]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_sales_price#5, cr_refunded_cash#9, i_item_id#12]
Input [7]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_item_sk#3, cs_sales_price#5, cr_refunded_cash#9, i_item_sk#11, i_item_id#12]

(20) Scan parquet default.date_dim
Output [2]: [d_date_sk#15, d_date#16]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,2000-02-10), LessThanOrEqual(d_date,2000-04-10), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_date:date>

(21) ColumnarToRow [codegen id : 6]
Input [2]: [d_date_sk#15, d_date#16]

(22) Filter [codegen id : 6]
Input [2]: [d_date_sk#15, d_date#16]
Condition : (((isnotnull(d_date#16) AND (d_date#16 >= 10997)) AND (d_date#16 <= 11057)) AND isnotnull(d_date_sk#15))

(23) BroadcastExchange
Input [2]: [d_date_sk#15, d_date#16]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#17]

(24) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_sold_date_sk#1]
Right keys [1]: [d_date_sk#15]
Join condition: None

(25) Project [codegen id : 8]
Output [5]: [cs_warehouse_sk#2, cs_sales_price#5, cr_refunded_cash#9, i_item_id#12, d_date#16]
Input [7]: [cs_sold_date_sk#1, cs_warehouse_sk#2, cs_sales_price#5, cr_refunded_cash#9, i_item_id#12, d_date_sk#15, d_date#16]

(26) Scan parquet default.warehouse
Output [2]: [w_warehouse_sk#18, w_state#19]
Batched: true
Location [not included in comparison]/{warehouse_dir}/warehouse]
PushedFilters: [IsNotNull(w_warehouse_sk)]
ReadSchema: struct<w_warehouse_sk:int,w_state:string>

(27) ColumnarToRow [codegen id : 7]
Input [2]: [w_warehouse_sk#18, w_state#19]

(28) Filter [codegen id : 7]
Input [2]: [w_warehouse_sk#18, w_state#19]
Condition : isnotnull(w_warehouse_sk#18)

(29) BroadcastExchange
Input [2]: [w_warehouse_sk#18, w_state#19]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#20]

(30) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_warehouse_sk#2]
Right keys [1]: [w_warehouse_sk#18]
Join condition: None

(31) Project [codegen id : 8]
Output [5]: [cs_sales_price#5, cr_refunded_cash#9, w_state#19, i_item_id#12, d_date#16]
Input [7]: [cs_warehouse_sk#2, cs_sales_price#5, cr_refunded_cash#9, i_item_id#12, d_date#16, w_warehouse_sk#18, w_state#19]

(32) HashAggregate [codegen id : 8]
Input [5]: [cs_sales_price#5, cr_refunded_cash#9, w_state#19, i_item_id#12, d_date#16]
Keys [2]: [w_state#19, i_item_id#12]
Functions [2]: [partial_sum(CASE WHEN (d_date#16 < 11027) THEN CheckOverflow((promote_precision(cast(cs_sales_price#5 as decimal(13,2))) - promote_precision(cast(coalesce(cast(cr_refunded_cash#9 as decimal(12,2)), 0.00) as decimal(13,2)))), DecimalType(13,2), true) ELSE 0.00 END), partial_sum(CASE WHEN (d_date#16 >= 11027) THEN CheckOverflow((promote_precision(cast(cs_sales_price#5 as decimal(13,2))) - promote_precision(cast(coalesce(cast(cr_refunded_cash#9 as decimal(12,2)), 0.00) as decimal(13,2)))), DecimalType(13,2), true) ELSE 0.00 END)]
Aggregate Attributes [4]: [sum#21, isEmpty#22, sum#23, isEmpty#24]
Results [6]: [w_state#19, i_item_id#12, sum#25, isEmpty#26, sum#27, isEmpty#28]

(33) Exchange
Input [6]: [w_state#19, i_item_id#12, sum#25, isEmpty#26, sum#27, isEmpty#28]
Arguments: hashpartitioning(w_state#19, i_item_id#12, 5), true, [id=#29]

(34) HashAggregate [codegen id : 9]
Input [6]: [w_state#19, i_item_id#12, sum#25, isEmpty#26, sum#27, isEmpty#28]
Keys [2]: [w_state#19, i_item_id#12]
Functions [2]: [sum(CASE WHEN (d_date#16 < 11027) THEN CheckOverflow((promote_precision(cast(cs_sales_price#5 as decimal(13,2))) - promote_precision(cast(coalesce(cast(cr_refunded_cash#9 as decimal(12,2)), 0.00) as decimal(13,2)))), DecimalType(13,2), true) ELSE 0.00 END), sum(CASE WHEN (d_date#16 >= 11027) THEN CheckOverflow((promote_precision(cast(cs_sales_price#5 as decimal(13,2))) - promote_precision(cast(coalesce(cast(cr_refunded_cash#9 as decimal(12,2)), 0.00) as decimal(13,2)))), DecimalType(13,2), true) ELSE 0.00 END)]
Aggregate Attributes [2]: [sum(CASE WHEN (d_date#16 < 11027) THEN CheckOverflow((promote_precision(cast(cs_sales_price#5 as decimal(13,2))) - promote_precision(cast(coalesce(cast(cr_refunded_cash#9 as decimal(12,2)), 0.00) as decimal(13,2)))), DecimalType(13,2), true) ELSE 0.00 END)#30, sum(CASE WHEN (d_date#16 >= 11027) THEN CheckOverflow((promote_precision(cast(cs_sales_price#5 as decimal(13,2))) - promote_precision(cast(coalesce(cast(cr_refunded_cash#9 as decimal(12,2)), 0.00) as decimal(13,2)))), DecimalType(13,2), true) ELSE 0.00 END)#31]
Results [4]: [w_state#19, i_item_id#12, sum(CASE WHEN (d_date#16 < 11027) THEN CheckOverflow((promote_precision(cast(cs_sales_price#5 as decimal(13,2))) - promote_precision(cast(coalesce(cast(cr_refunded_cash#9 as decimal(12,2)), 0.00) as decimal(13,2)))), DecimalType(13,2), true) ELSE 0.00 END)#30 AS sales_before#32, sum(CASE WHEN (d_date#16 >= 11027) THEN CheckOverflow((promote_precision(cast(cs_sales_price#5 as decimal(13,2))) - promote_precision(cast(coalesce(cast(cr_refunded_cash#9 as decimal(12,2)), 0.00) as decimal(13,2)))), DecimalType(13,2), true) ELSE 0.00 END)#31 AS sales_after#33]

(35) TakeOrderedAndProject
Input [4]: [w_state#19, i_item_id#12, sales_before#32, sales_after#33]
Arguments: 100, [w_state#19 ASC NULLS FIRST, i_item_id#12 ASC NULLS FIRST], [w_state#19, i_item_id#12, sales_before#32, sales_after#33]

