== Physical Plan ==
* Sort (47)
+- Exchange (46)
   +- * HashAggregate (45)
      +- Exchange (44)
         +- * HashAggregate (43)
            +- * Project (42)
               +- * BroadcastHashJoin Inner BuildRight (41)
                  :- * Project (36)
                  :  +- * BroadcastHashJoin Inner BuildRight (35)
                  :     :- * Project (30)
                  :     :  +- * BroadcastHashJoin Inner BuildRight (29)
                  :     :     :- * Project (23)
                  :     :     :  +- * BroadcastHashJoin Inner BuildRight (22)
                  :     :     :     :- * Project (16)
                  :     :     :     :  +- * BroadcastHashJoin Inner BuildLeft (15)
                  :     :     :     :     :- BroadcastExchange (11)
                  :     :     :     :     :  +- * Project (10)
                  :     :     :     :     :     +- * BroadcastHashJoin Inner BuildRight (9)
                  :     :     :     :     :        :- * Filter (3)
                  :     :     :     :     :        :  +- * ColumnarToRow (2)
                  :     :     :     :     :        :     +- Scan parquet default.catalog_returns (1)
                  :     :     :     :     :        +- BroadcastExchange (8)
                  :     :     :     :     :           +- * Project (7)
                  :     :     :     :     :              +- * Filter (6)
                  :     :     :     :     :                 +- * ColumnarToRow (5)
                  :     :     :     :     :                    +- Scan parquet default.date_dim (4)
                  :     :     :     :     +- * Filter (14)
                  :     :     :     :        +- * ColumnarToRow (13)
                  :     :     :     :           +- Scan parquet default.customer (12)
                  :     :     :     +- BroadcastExchange (21)
                  :     :     :        +- * Project (20)
                  :     :     :           +- * Filter (19)
                  :     :     :              +- * ColumnarToRow (18)
                  :     :     :                 +- Scan parquet default.household_demographics (17)
                  :     :     +- BroadcastExchange (28)
                  :     :        +- * Project (27)
                  :     :           +- * Filter (26)
                  :     :              +- * ColumnarToRow (25)
                  :     :                 +- Scan parquet default.customer_address (24)
                  :     +- BroadcastExchange (34)
                  :        +- * Filter (33)
                  :           +- * ColumnarToRow (32)
                  :              +- Scan parquet default.customer_demographics (31)
                  +- BroadcastExchange (40)
                     +- * Filter (39)
                        +- * ColumnarToRow (38)
                           +- Scan parquet default.call_center (37)


(1) Scan parquet default.catalog_returns
Output [4]: [cr_returned_date_sk#1, cr_returning_customer_sk#2, cr_call_center_sk#3, cr_net_loss#4]
Batched: true
Location [not included in comparison]/{warehouse_dir}/catalog_returns]
PushedFilters: [IsNotNull(cr_call_center_sk), IsNotNull(cr_returned_date_sk), IsNotNull(cr_returning_customer_sk)]
ReadSchema: struct<cr_returned_date_sk:int,cr_returning_customer_sk:int,cr_call_center_sk:int,cr_net_loss:decimal(7,2)>

(2) ColumnarToRow [codegen id : 2]
Input [4]: [cr_returned_date_sk#1, cr_returning_customer_sk#2, cr_call_center_sk#3, cr_net_loss#4]

(3) Filter [codegen id : 2]
Input [4]: [cr_returned_date_sk#1, cr_returning_customer_sk#2, cr_call_center_sk#3, cr_net_loss#4]
Condition : ((isnotnull(cr_call_center_sk#3) AND isnotnull(cr_returned_date_sk#1)) AND isnotnull(cr_returning_customer_sk#2))

(4) Scan parquet default.date_dim
Output [3]: [d_date_sk#5, d_year#6, d_moy#7]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), EqualTo(d_year,1998), EqualTo(d_moy,11), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>

(5) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#5, d_year#6, d_moy#7]

(6) Filter [codegen id : 1]
Input [3]: [d_date_sk#5, d_year#6, d_moy#7]
Condition : ((((isnotnull(d_year#6) AND isnotnull(d_moy#7)) AND (d_year#6 = 1998)) AND (d_moy#7 = 11)) AND isnotnull(d_date_sk#5))

(7) Project [codegen id : 1]
Output [1]: [d_date_sk#5]
Input [3]: [d_date_sk#5, d_year#6, d_moy#7]

(8) BroadcastExchange
Input [1]: [d_date_sk#5]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#8]

(9) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [cr_returned_date_sk#1]
Right keys [1]: [d_date_sk#5]
Join condition: None

(10) Project [codegen id : 2]
Output [3]: [cr_returning_customer_sk#2, cr_call_center_sk#3, cr_net_loss#4]
Input [5]: [cr_returned_date_sk#1, cr_returning_customer_sk#2, cr_call_center_sk#3, cr_net_loss#4, d_date_sk#5]

(11) BroadcastExchange
Input [3]: [cr_returning_customer_sk#2, cr_call_center_sk#3, cr_net_loss#4]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#9]

(12) Scan parquet default.customer
Output [4]: [c_customer_sk#10, c_current_cdemo_sk#11, c_current_hdemo_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), IsNotNull(c_current_cdemo_sk), IsNotNull(c_current_hdemo_sk)]
ReadSchema: struct<c_customer_sk:int,c_current_cdemo_sk:int,c_current_hdemo_sk:int,c_current_addr_sk:int>

(13) ColumnarToRow
Input [4]: [c_customer_sk#10, c_current_cdemo_sk#11, c_current_hdemo_sk#12, c_current_addr_sk#13]

(14) Filter
Input [4]: [c_customer_sk#10, c_current_cdemo_sk#11, c_current_hdemo_sk#12, c_current_addr_sk#13]
Condition : (((isnotnull(c_customer_sk#10) AND isnotnull(c_current_addr_sk#13)) AND isnotnull(c_current_cdemo_sk#11)) AND isnotnull(c_current_hdemo_sk#12))

(15) BroadcastHashJoin [codegen id : 7]
Left keys [1]: [cr_returning_customer_sk#2]
Right keys [1]: [c_customer_sk#10]
Join condition: None

(16) Project [codegen id : 7]
Output [5]: [cr_call_center_sk#3, cr_net_loss#4, c_current_cdemo_sk#11, c_current_hdemo_sk#12, c_current_addr_sk#13]
Input [7]: [cr_returning_customer_sk#2, cr_call_center_sk#3, cr_net_loss#4, c_customer_sk#10, c_current_cdemo_sk#11, c_current_hdemo_sk#12, c_current_addr_sk#13]

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

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

(19) Filter [codegen id : 3]
Input [2]: [hd_demo_sk#14, hd_buy_potential#15]
Condition : ((isnotnull(hd_buy_potential#15) AND StartsWith(hd_buy_potential#15, Unknown)) AND isnotnull(hd_demo_sk#14))

(20) Project [codegen id : 3]
Output [1]: [hd_demo_sk#14]
Input [2]: [hd_demo_sk#14, hd_buy_potential#15]

(21) BroadcastExchange
Input [1]: [hd_demo_sk#14]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#16]

(22) BroadcastHashJoin [codegen id : 7]
Left keys [1]: [c_current_hdemo_sk#12]
Right keys [1]: [hd_demo_sk#14]
Join condition: None

(23) Project [codegen id : 7]
Output [4]: [cr_call_center_sk#3, cr_net_loss#4, c_current_cdemo_sk#11, c_current_addr_sk#13]
Input [6]: [cr_call_center_sk#3, cr_net_loss#4, c_current_cdemo_sk#11, c_current_hdemo_sk#12, c_current_addr_sk#13, hd_demo_sk#14]

(24) Scan parquet default.customer_address
Output [2]: [ca_address_sk#17, ca_gmt_offset#18]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_address]
PushedFilters: [IsNotNull(ca_gmt_offset), EqualTo(ca_gmt_offset,-7.00), IsNotNull(ca_address_sk)]
ReadSchema: struct<ca_address_sk:int,ca_gmt_offset:decimal(5,2)>

(25) ColumnarToRow [codegen id : 4]
Input [2]: [ca_address_sk#17, ca_gmt_offset#18]

(26) Filter [codegen id : 4]
Input [2]: [ca_address_sk#17, ca_gmt_offset#18]
Condition : ((isnotnull(ca_gmt_offset#18) AND (ca_gmt_offset#18 = -7.00)) AND isnotnull(ca_address_sk#17))

(27) Project [codegen id : 4]
Output [1]: [ca_address_sk#17]
Input [2]: [ca_address_sk#17, ca_gmt_offset#18]

(28) BroadcastExchange
Input [1]: [ca_address_sk#17]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#19]

(29) BroadcastHashJoin [codegen id : 7]
Left keys [1]: [c_current_addr_sk#13]
Right keys [1]: [ca_address_sk#17]
Join condition: None

(30) Project [codegen id : 7]
Output [3]: [cr_call_center_sk#3, cr_net_loss#4, c_current_cdemo_sk#11]
Input [5]: [cr_call_center_sk#3, cr_net_loss#4, c_current_cdemo_sk#11, c_current_addr_sk#13, ca_address_sk#17]

(31) Scan parquet default.customer_demographics
Output [3]: [cd_demo_sk#20, cd_marital_status#21, cd_education_status#22]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer_demographics]
PushedFilters: [Or(And(EqualTo(cd_marital_status,M),EqualTo(cd_education_status,Unknown)),And(EqualTo(cd_marital_status,W),EqualTo(cd_education_status,Advanced Degree))), IsNotNull(cd_demo_sk)]
ReadSchema: struct<cd_demo_sk:int,cd_marital_status:string,cd_education_status:string>

(32) ColumnarToRow [codegen id : 5]
Input [3]: [cd_demo_sk#20, cd_marital_status#21, cd_education_status#22]

(33) Filter [codegen id : 5]
Input [3]: [cd_demo_sk#20, cd_marital_status#21, cd_education_status#22]
Condition : ((((cd_marital_status#21 = M) AND (cd_education_status#22 = Unknown)) OR ((cd_marital_status#21 = W) AND (cd_education_status#22 = Advanced Degree))) AND isnotnull(cd_demo_sk#20))

(34) BroadcastExchange
Input [3]: [cd_demo_sk#20, cd_marital_status#21, cd_education_status#22]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#23]

(35) BroadcastHashJoin [codegen id : 7]
Left keys [1]: [c_current_cdemo_sk#11]
Right keys [1]: [cd_demo_sk#20]
Join condition: None

(36) Project [codegen id : 7]
Output [4]: [cr_call_center_sk#3, cr_net_loss#4, cd_marital_status#21, cd_education_status#22]
Input [6]: [cr_call_center_sk#3, cr_net_loss#4, c_current_cdemo_sk#11, cd_demo_sk#20, cd_marital_status#21, cd_education_status#22]

(37) Scan parquet default.call_center
Output [4]: [cc_call_center_sk#24, cc_call_center_id#25, cc_name#26, cc_manager#27]
Batched: true
Location [not included in comparison]/{warehouse_dir}/call_center]
PushedFilters: [IsNotNull(cc_call_center_sk)]
ReadSchema: struct<cc_call_center_sk:int,cc_call_center_id:string,cc_name:string,cc_manager:string>

(38) ColumnarToRow [codegen id : 6]
Input [4]: [cc_call_center_sk#24, cc_call_center_id#25, cc_name#26, cc_manager#27]

(39) Filter [codegen id : 6]
Input [4]: [cc_call_center_sk#24, cc_call_center_id#25, cc_name#26, cc_manager#27]
Condition : isnotnull(cc_call_center_sk#24)

(40) BroadcastExchange
Input [4]: [cc_call_center_sk#24, cc_call_center_id#25, cc_name#26, cc_manager#27]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#28]

(41) BroadcastHashJoin [codegen id : 7]
Left keys [1]: [cr_call_center_sk#3]
Right keys [1]: [cc_call_center_sk#24]
Join condition: None

(42) Project [codegen id : 7]
Output [6]: [cc_call_center_id#25, cc_name#26, cc_manager#27, cr_net_loss#4, cd_marital_status#21, cd_education_status#22]
Input [8]: [cr_call_center_sk#3, cr_net_loss#4, cd_marital_status#21, cd_education_status#22, cc_call_center_sk#24, cc_call_center_id#25, cc_name#26, cc_manager#27]

(43) HashAggregate [codegen id : 7]
Input [6]: [cc_call_center_id#25, cc_name#26, cc_manager#27, cr_net_loss#4, cd_marital_status#21, cd_education_status#22]
Keys [5]: [cc_call_center_id#25, cc_name#26, cc_manager#27, cd_marital_status#21, cd_education_status#22]
Functions [1]: [partial_sum(UnscaledValue(cr_net_loss#4))]
Aggregate Attributes [1]: [sum#29]
Results [6]: [cc_call_center_id#25, cc_name#26, cc_manager#27, cd_marital_status#21, cd_education_status#22, sum#30]

(44) Exchange
Input [6]: [cc_call_center_id#25, cc_name#26, cc_manager#27, cd_marital_status#21, cd_education_status#22, sum#30]
Arguments: hashpartitioning(cc_call_center_id#25, cc_name#26, cc_manager#27, cd_marital_status#21, cd_education_status#22, 5), ENSURE_REQUIREMENTS, [id=#31]

(45) HashAggregate [codegen id : 8]
Input [6]: [cc_call_center_id#25, cc_name#26, cc_manager#27, cd_marital_status#21, cd_education_status#22, sum#30]
Keys [5]: [cc_call_center_id#25, cc_name#26, cc_manager#27, cd_marital_status#21, cd_education_status#22]
Functions [1]: [sum(UnscaledValue(cr_net_loss#4))]
Aggregate Attributes [1]: [sum(UnscaledValue(cr_net_loss#4))#32]
Results [4]: [cc_call_center_id#25 AS Call_Center#33, cc_name#26 AS Call_Center_Name#34, cc_manager#27 AS Manager#35, MakeDecimal(sum(UnscaledValue(cr_net_loss#4))#32,17,2) AS Returns_Loss#36]

(46) Exchange
Input [4]: [Call_Center#33, Call_Center_Name#34, Manager#35, Returns_Loss#36]
Arguments: rangepartitioning(Returns_Loss#36 DESC NULLS LAST, 5), ENSURE_REQUIREMENTS, [id=#37]

(47) Sort [codegen id : 9]
Input [4]: [Call_Center#33, Call_Center_Name#34, Manager#35, Returns_Loss#36]
Arguments: [Returns_Loss#36 DESC NULLS LAST], true, 0

