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


(1) Scan parquet default.store_sales
Output [5]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_store_sk#3, ss_ticket_number#4, ss_sold_date_sk#5]
Batched: true
Location: InMemoryFileIndex []
PartitionFilters: [isnotnull(ss_sold_date_sk#5), dynamicpruningexpression(ss_sold_date_sk#5 IN dynamicpruning#6)]
PushedFilters: [IsNotNull(ss_store_sk), IsNotNull(ss_hdemo_sk), IsNotNull(ss_customer_sk)]
ReadSchema: struct<ss_customer_sk:int,ss_hdemo_sk:int,ss_store_sk:int,ss_ticket_number:int>

(2) ColumnarToRow [codegen id : 4]
Input [5]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_store_sk#3, ss_ticket_number#4, ss_sold_date_sk#5]

(3) Filter [codegen id : 4]
Input [5]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_store_sk#3, ss_ticket_number#4, ss_sold_date_sk#5]
Condition : ((isnotnull(ss_store_sk#3) AND isnotnull(ss_hdemo_sk#2)) AND isnotnull(ss_customer_sk#1))

(4) Scan parquet default.date_dim
Output [3]: [d_date_sk#7, d_year#8, d_dom#9]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [Or(And(GreaterThanOrEqual(d_dom,1),LessThanOrEqual(d_dom,3)),And(GreaterThanOrEqual(d_dom,25),LessThanOrEqual(d_dom,28))), In(d_year, [1999,2000,2001]), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_dom:int>

(5) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#7, d_year#8, d_dom#9]

(6) Filter [codegen id : 1]
Input [3]: [d_date_sk#7, d_year#8, d_dom#9]
Condition : (((((d_dom#9 >= 1) AND (d_dom#9 <= 3)) OR ((d_dom#9 >= 25) AND (d_dom#9 <= 28))) AND d_year#8 IN (1999,2000,2001)) AND isnotnull(d_date_sk#7))

(7) Project [codegen id : 1]
Output [1]: [d_date_sk#7]
Input [3]: [d_date_sk#7, d_year#8, d_dom#9]

(8) BroadcastExchange
Input [1]: [d_date_sk#7]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#10]

(9) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_sold_date_sk#5]
Right keys [1]: [d_date_sk#7]
Join condition: None

(10) Project [codegen id : 4]
Output [4]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_store_sk#3, ss_ticket_number#4]
Input [6]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_store_sk#3, ss_ticket_number#4, ss_sold_date_sk#5, d_date_sk#7]

(11) Scan parquet default.store
Output [2]: [s_store_sk#11, s_county#12]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store]
PushedFilters: [IsNotNull(s_county), EqualTo(s_county,Williamson County), IsNotNull(s_store_sk)]
ReadSchema: struct<s_store_sk:int,s_county:string>

(12) ColumnarToRow [codegen id : 2]
Input [2]: [s_store_sk#11, s_county#12]

(13) Filter [codegen id : 2]
Input [2]: [s_store_sk#11, s_county#12]
Condition : ((isnotnull(s_county#12) AND (s_county#12 = Williamson County)) AND isnotnull(s_store_sk#11))

(14) Project [codegen id : 2]
Output [1]: [s_store_sk#11]
Input [2]: [s_store_sk#11, s_county#12]

(15) BroadcastExchange
Input [1]: [s_store_sk#11]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#13]

(16) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_store_sk#3]
Right keys [1]: [s_store_sk#11]
Join condition: None

(17) Project [codegen id : 4]
Output [3]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_ticket_number#4]
Input [5]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_store_sk#3, ss_ticket_number#4, s_store_sk#11]

(18) Scan parquet default.household_demographics
Output [4]: [hd_demo_sk#14, hd_buy_potential#15, hd_dep_count#16, hd_vehicle_count#17]
Batched: true
Location [not included in comparison]/{warehouse_dir}/household_demographics]
PushedFilters: [IsNotNull(hd_vehicle_count), IsNotNull(hd_dep_count), Or(EqualTo(hd_buy_potential,>10000         ),EqualTo(hd_buy_potential,unknown        )), GreaterThan(hd_vehicle_count,0), IsNotNull(hd_demo_sk)]
ReadSchema: struct<hd_demo_sk:int,hd_buy_potential:string,hd_dep_count:int,hd_vehicle_count:int>

(19) ColumnarToRow [codegen id : 3]
Input [4]: [hd_demo_sk#14, hd_buy_potential#15, hd_dep_count#16, hd_vehicle_count#17]

(20) Filter [codegen id : 3]
Input [4]: [hd_demo_sk#14, hd_buy_potential#15, hd_dep_count#16, hd_vehicle_count#17]
Condition : (((((isnotnull(hd_vehicle_count#17) AND isnotnull(hd_dep_count#16)) AND ((hd_buy_potential#15 = >10000         ) OR (hd_buy_potential#15 = unknown        ))) AND (hd_vehicle_count#17 > 0)) AND ((cast(hd_dep_count#16 as double) / cast(hd_vehicle_count#17 as double)) > 1.2)) AND isnotnull(hd_demo_sk#14))

(21) Project [codegen id : 3]
Output [1]: [hd_demo_sk#14]
Input [4]: [hd_demo_sk#14, hd_buy_potential#15, hd_dep_count#16, hd_vehicle_count#17]

(22) BroadcastExchange
Input [1]: [hd_demo_sk#14]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#18]

(23) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [ss_hdemo_sk#2]
Right keys [1]: [hd_demo_sk#14]
Join condition: None

(24) Project [codegen id : 4]
Output [2]: [ss_customer_sk#1, ss_ticket_number#4]
Input [4]: [ss_customer_sk#1, ss_hdemo_sk#2, ss_ticket_number#4, hd_demo_sk#14]

(25) HashAggregate [codegen id : 4]
Input [2]: [ss_customer_sk#1, ss_ticket_number#4]
Keys [2]: [ss_ticket_number#4, ss_customer_sk#1]
Functions [1]: [partial_count(1)]
Aggregate Attributes [1]: [count#19]
Results [3]: [ss_ticket_number#4, ss_customer_sk#1, count#20]

(26) Exchange
Input [3]: [ss_ticket_number#4, ss_customer_sk#1, count#20]
Arguments: hashpartitioning(ss_ticket_number#4, ss_customer_sk#1, 5), ENSURE_REQUIREMENTS, [id=#21]

(27) HashAggregate [codegen id : 5]
Input [3]: [ss_ticket_number#4, ss_customer_sk#1, count#20]
Keys [2]: [ss_ticket_number#4, ss_customer_sk#1]
Functions [1]: [count(1)]
Aggregate Attributes [1]: [count(1)#22]
Results [3]: [ss_ticket_number#4, ss_customer_sk#1, count(1)#22 AS cnt#23]

(28) Filter [codegen id : 5]
Input [3]: [ss_ticket_number#4, ss_customer_sk#1, cnt#23]
Condition : ((cnt#23 >= 15) AND (cnt#23 <= 20))

(29) Exchange
Input [3]: [ss_ticket_number#4, ss_customer_sk#1, cnt#23]
Arguments: hashpartitioning(ss_customer_sk#1, 5), ENSURE_REQUIREMENTS, [id=#24]

(30) Sort [codegen id : 6]
Input [3]: [ss_ticket_number#4, ss_customer_sk#1, cnt#23]
Arguments: [ss_customer_sk#1 ASC NULLS FIRST], false, 0

(31) Scan parquet default.customer
Output [5]: [c_customer_sk#25, c_salutation#26, c_first_name#27, c_last_name#28, c_preferred_cust_flag#29]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk)]
ReadSchema: struct<c_customer_sk:int,c_salutation:string,c_first_name:string,c_last_name:string,c_preferred_cust_flag:string>

(32) ColumnarToRow [codegen id : 7]
Input [5]: [c_customer_sk#25, c_salutation#26, c_first_name#27, c_last_name#28, c_preferred_cust_flag#29]

(33) Filter [codegen id : 7]
Input [5]: [c_customer_sk#25, c_salutation#26, c_first_name#27, c_last_name#28, c_preferred_cust_flag#29]
Condition : isnotnull(c_customer_sk#25)

(34) Exchange
Input [5]: [c_customer_sk#25, c_salutation#26, c_first_name#27, c_last_name#28, c_preferred_cust_flag#29]
Arguments: hashpartitioning(c_customer_sk#25, 5), ENSURE_REQUIREMENTS, [id=#30]

(35) Sort [codegen id : 8]
Input [5]: [c_customer_sk#25, c_salutation#26, c_first_name#27, c_last_name#28, c_preferred_cust_flag#29]
Arguments: [c_customer_sk#25 ASC NULLS FIRST], false, 0

(36) SortMergeJoin [codegen id : 9]
Left keys [1]: [ss_customer_sk#1]
Right keys [1]: [c_customer_sk#25]
Join condition: None

(37) Project [codegen id : 9]
Output [6]: [c_last_name#28, c_first_name#27, c_salutation#26, c_preferred_cust_flag#29, ss_ticket_number#4, cnt#23]
Input [8]: [ss_ticket_number#4, ss_customer_sk#1, cnt#23, c_customer_sk#25, c_salutation#26, c_first_name#27, c_last_name#28, c_preferred_cust_flag#29]

(38) Exchange
Input [6]: [c_last_name#28, c_first_name#27, c_salutation#26, c_preferred_cust_flag#29, ss_ticket_number#4, cnt#23]
Arguments: rangepartitioning(c_last_name#28 ASC NULLS FIRST, c_first_name#27 ASC NULLS FIRST, c_salutation#26 ASC NULLS FIRST, c_preferred_cust_flag#29 DESC NULLS LAST, 5), ENSURE_REQUIREMENTS, [id=#31]

(39) Sort [codegen id : 10]
Input [6]: [c_last_name#28, c_first_name#27, c_salutation#26, c_preferred_cust_flag#29, ss_ticket_number#4, cnt#23]
Arguments: [c_last_name#28 ASC NULLS FIRST, c_first_name#27 ASC NULLS FIRST, c_salutation#26 ASC NULLS FIRST, c_preferred_cust_flag#29 DESC NULLS LAST], true, 0

===== Subqueries =====

Subquery:1 Hosting operator id = 1 Hosting Expression = ss_sold_date_sk#5 IN dynamicpruning#6
ReusedExchange (40)


(40) ReusedExchange [Reuses operator id: 8]
Output [1]: [d_date_sk#7]


