== Physical Plan ==
TakeOrderedAndProject (39)
+- * HashAggregate (38)
   +- Exchange (37)
      +- * HashAggregate (36)
         +- * Project (35)
            +- * BroadcastHashJoin Inner BuildRight (34)
               :- * Project (28)
               :  +- * BroadcastHashJoin Inner BuildLeft (27)
               :     :- BroadcastExchange (23)
               :     :  +- * Project (22)
               :     :     +- * BroadcastHashJoin Inner BuildRight (21)
               :     :        :- * Project (16)
               :     :        :  +- * BroadcastHashJoin Inner BuildLeft (15)
               :     :        :     :- BroadcastExchange (11)
               :     :        :     :  +- * Project (10)
               :     :        :     :     +- * BroadcastHashJoin Inner BuildLeft (9)
               :     :        :     :        :- BroadcastExchange (5)
               :     :        :     :        :  +- * Project (4)
               :     :        :     :        :     +- * Filter (3)
               :     :        :     :        :        +- * ColumnarToRow (2)
               :     :        :     :        :           +- Scan parquet default.date_dim (1)
               :     :        :     :        +- * Filter (8)
               :     :        :     :           +- * ColumnarToRow (7)
               :     :        :     :              +- Scan parquet default.store_sales (6)
               :     :        :     +- * Filter (14)
               :     :        :        +- * ColumnarToRow (13)
               :     :        :           +- Scan parquet default.customer (12)
               :     :        +- BroadcastExchange (20)
               :     :           +- * Filter (19)
               :     :              +- * ColumnarToRow (18)
               :     :                 +- Scan parquet default.store (17)
               :     +- * Filter (26)
               :        +- * ColumnarToRow (25)
               :           +- Scan parquet default.customer_address (24)
               +- BroadcastExchange (33)
                  +- * Project (32)
                     +- * Filter (31)
                        +- * ColumnarToRow (30)
                           +- Scan parquet default.item (29)


(1) Scan parquet default.date_dim
Output [3]: [d_date_sk#1, d_year#2, d_moy#3]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_moy), IsNotNull(d_year), EqualTo(d_moy,11), EqualTo(d_year,1999), GreaterThanOrEqual(d_date_sk,2451484), LessThanOrEqual(d_date_sk,2451513), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>

(2) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#1, d_year#2, d_moy#3]

(3) Filter [codegen id : 1]
Input [3]: [d_date_sk#1, d_year#2, d_moy#3]
Condition : ((((((isnotnull(d_moy#3) AND isnotnull(d_year#2)) AND (d_moy#3 = 11)) AND (d_year#2 = 1999)) AND (d_date_sk#1 >= 2451484)) AND (d_date_sk#1 <= 2451513)) AND isnotnull(d_date_sk#1))

(4) Project [codegen id : 1]
Output [1]: [d_date_sk#1]
Input [3]: [d_date_sk#1, d_year#2, d_moy#3]

(5) BroadcastExchange
Input [1]: [d_date_sk#1]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#4]

(6) Scan parquet default.store_sales
Output [5]: [ss_item_sk#5, ss_customer_sk#6, ss_store_sk#7, ss_ext_sales_price#8, ss_sold_date_sk#9]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#9), (ss_sold_date_sk#9 >= 2451484), (ss_sold_date_sk#9 <= 2451513), dynamicpruningexpression(ss_sold_date_sk#9 IN dynamicpruning#10)]
PushedFilters: [IsNotNull(ss_item_sk), IsNotNull(ss_customer_sk), IsNotNull(ss_store_sk)]
ReadSchema: struct<ss_item_sk:int,ss_customer_sk:int,ss_store_sk:int,ss_ext_sales_price:decimal(7,2)>

(7) ColumnarToRow
Input [5]: [ss_item_sk#5, ss_customer_sk#6, ss_store_sk#7, ss_ext_sales_price#8, ss_sold_date_sk#9]

(8) Filter
Input [5]: [ss_item_sk#5, ss_customer_sk#6, ss_store_sk#7, ss_ext_sales_price#8, ss_sold_date_sk#9]
Condition : ((isnotnull(ss_item_sk#5) AND isnotnull(ss_customer_sk#6)) AND isnotnull(ss_store_sk#7))

(9) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [d_date_sk#1]
Right keys [1]: [ss_sold_date_sk#9]
Join condition: None

(10) Project [codegen id : 2]
Output [4]: [ss_item_sk#5, ss_customer_sk#6, ss_store_sk#7, ss_ext_sales_price#8]
Input [6]: [d_date_sk#1, ss_item_sk#5, ss_customer_sk#6, ss_store_sk#7, ss_ext_sales_price#8, ss_sold_date_sk#9]

(11) BroadcastExchange
Input [4]: [ss_item_sk#5, ss_customer_sk#6, ss_store_sk#7, ss_ext_sales_price#8]
Arguments: HashedRelationBroadcastMode(List(cast(input[1, int, true] as bigint)),false), [id=#11]

(12) Scan parquet default.customer
Output [2]: [c_customer_sk#12, c_current_addr_sk#13]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk), IsNotNull(c_current_addr_sk)]
ReadSchema: struct<c_customer_sk:int,c_current_addr_sk:int>

(13) ColumnarToRow
Input [2]: [c_customer_sk#12, c_current_addr_sk#13]

(14) Filter
Input [2]: [c_customer_sk#12, c_current_addr_sk#13]
Condition : (isnotnull(c_customer_sk#12) AND isnotnull(c_current_addr_sk#13))

(15) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_customer_sk#6]
Right keys [1]: [c_customer_sk#12]
Join condition: None

(16) Project [codegen id : 4]
Output [4]: [ss_item_sk#5, ss_store_sk#7, ss_ext_sales_price#8, c_current_addr_sk#13]
Input [6]: [ss_item_sk#5, ss_customer_sk#6, ss_store_sk#7, ss_ext_sales_price#8, c_customer_sk#12, c_current_addr_sk#13]

(17) Scan parquet default.store
Output [2]: [s_store_sk#14, s_zip#15]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store]
PushedFilters: [IsNotNull(s_zip), IsNotNull(s_store_sk)]
ReadSchema: struct<s_store_sk:int,s_zip:string>

(18) ColumnarToRow [codegen id : 3]
Input [2]: [s_store_sk#14, s_zip#15]

(19) Filter [codegen id : 3]
Input [2]: [s_store_sk#14, s_zip#15]
Condition : (isnotnull(s_zip#15) AND isnotnull(s_store_sk#14))

(20) BroadcastExchange
Input [2]: [s_store_sk#14, s_zip#15]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#16]

(21) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_store_sk#7]
Right keys [1]: [s_store_sk#14]
Join condition: None

(22) Project [codegen id : 4]
Output [4]: [ss_item_sk#5, ss_ext_sales_price#8, c_current_addr_sk#13, s_zip#15]
Input [6]: [ss_item_sk#5, ss_store_sk#7, ss_ext_sales_price#8, c_current_addr_sk#13, s_store_sk#14, s_zip#15]

(23) BroadcastExchange
Input [4]: [ss_item_sk#5, ss_ext_sales_price#8, c_current_addr_sk#13, s_zip#15]
Arguments: HashedRelationBroadcastMode(List(cast(input[2, int, true] as bigint)),false), [id=#17]

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

(25) ColumnarToRow
Input [2]: [ca_address_sk#18, ca_zip#19]

(26) Filter
Input [2]: [ca_address_sk#18, ca_zip#19]
Condition : (isnotnull(ca_address_sk#18) AND isnotnull(ca_zip#19))

(27) BroadcastHashJoin [codegen id : 6]
Left keys [1]: [c_current_addr_sk#13]
Right keys [1]: [ca_address_sk#18]
Join condition: NOT (substr(ca_zip#19, 1, 5) = substr(s_zip#15, 1, 5))

(28) Project [codegen id : 6]
Output [2]: [ss_item_sk#5, ss_ext_sales_price#8]
Input [6]: [ss_item_sk#5, ss_ext_sales_price#8, c_current_addr_sk#13, s_zip#15, ca_address_sk#18, ca_zip#19]

(29) Scan parquet default.item
Output [6]: [i_item_sk#20, i_brand_id#21, i_brand#22, i_manufact_id#23, i_manufact#24, i_manager_id#25]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_manager_id), EqualTo(i_manager_id,7), IsNotNull(i_item_sk)]
ReadSchema: struct<i_item_sk:int,i_brand_id:int,i_brand:string,i_manufact_id:int,i_manufact:string,i_manager_id:int>

(30) ColumnarToRow [codegen id : 5]
Input [6]: [i_item_sk#20, i_brand_id#21, i_brand#22, i_manufact_id#23, i_manufact#24, i_manager_id#25]

(31) Filter [codegen id : 5]
Input [6]: [i_item_sk#20, i_brand_id#21, i_brand#22, i_manufact_id#23, i_manufact#24, i_manager_id#25]
Condition : ((isnotnull(i_manager_id#25) AND (i_manager_id#25 = 7)) AND isnotnull(i_item_sk#20))

(32) Project [codegen id : 5]
Output [5]: [i_item_sk#20, i_brand_id#21, i_brand#22, i_manufact_id#23, i_manufact#24]
Input [6]: [i_item_sk#20, i_brand_id#21, i_brand#22, i_manufact_id#23, i_manufact#24, i_manager_id#25]

(33) BroadcastExchange
Input [5]: [i_item_sk#20, i_brand_id#21, i_brand#22, i_manufact_id#23, i_manufact#24]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#26]

(34) BroadcastHashJoin [codegen id : 6]
Left keys [1]: [ss_item_sk#5]
Right keys [1]: [i_item_sk#20]
Join condition: None

(35) Project [codegen id : 6]
Output [5]: [ss_ext_sales_price#8, i_brand_id#21, i_brand#22, i_manufact_id#23, i_manufact#24]
Input [7]: [ss_item_sk#5, ss_ext_sales_price#8, i_item_sk#20, i_brand_id#21, i_brand#22, i_manufact_id#23, i_manufact#24]

(36) HashAggregate [codegen id : 6]
Input [5]: [ss_ext_sales_price#8, i_brand_id#21, i_brand#22, i_manufact_id#23, i_manufact#24]
Keys [4]: [i_brand#22, i_brand_id#21, i_manufact_id#23, i_manufact#24]
Functions [1]: [partial_sum(UnscaledValue(ss_ext_sales_price#8))]
Aggregate Attributes [1]: [sum#27]
Results [5]: [i_brand#22, i_brand_id#21, i_manufact_id#23, i_manufact#24, sum#28]

(37) Exchange
Input [5]: [i_brand#22, i_brand_id#21, i_manufact_id#23, i_manufact#24, sum#28]
Arguments: hashpartitioning(i_brand#22, i_brand_id#21, i_manufact_id#23, i_manufact#24, 5), ENSURE_REQUIREMENTS, [id=#29]

(38) HashAggregate [codegen id : 7]
Input [5]: [i_brand#22, i_brand_id#21, i_manufact_id#23, i_manufact#24, sum#28]
Keys [4]: [i_brand#22, i_brand_id#21, i_manufact_id#23, i_manufact#24]
Functions [1]: [sum(UnscaledValue(ss_ext_sales_price#8))]
Aggregate Attributes [1]: [sum(UnscaledValue(ss_ext_sales_price#8))#30]
Results [5]: [i_brand_id#21 AS brand_id#31, i_brand#22 AS brand#32, i_manufact_id#23, i_manufact#24, MakeDecimal(sum(UnscaledValue(ss_ext_sales_price#8))#30,17,2) AS ext_price#33]

(39) TakeOrderedAndProject
Input [5]: [brand_id#31, brand#32, i_manufact_id#23, i_manufact#24, ext_price#33]
Arguments: 100, [ext_price#33 DESC NULLS LAST, brand#32 ASC NULLS FIRST, brand_id#31 ASC NULLS FIRST, i_manufact_id#23 ASC NULLS FIRST, i_manufact#24 ASC NULLS FIRST], [brand_id#31, brand#32, i_manufact_id#23, i_manufact#24, ext_price#33]

===== Subqueries =====

Subquery:1 Hosting operator id = 6 Hosting Expression = ss_sold_date_sk#9 IN dynamicpruning#10
ReusedExchange (40)


(40) ReusedExchange [Reuses operator id: 5]
Output [1]: [d_date_sk#1]


