== Physical Plan ==
* ColumnarToRow (42)
+- CometSort (41)
   +- CometColumnarExchange (40)
      +- * HashAggregate (39)
         +- Exchange (38)
            +- * HashAggregate (37)
               +- * ColumnarToRow (36)
                  +- CometProject (35)
                     +- CometBroadcastHashJoin (34)
                        :- CometProject (29)
                        :  +- CometBroadcastHashJoin (28)
                        :     :- CometProject (24)
                        :     :  +- CometBroadcastHashJoin (23)
                        :     :     :- CometProject (18)
                        :     :     :  +- CometBroadcastHashJoin (17)
                        :     :     :     :- CometProject (13)
                        :     :     :     :  +- CometBroadcastHashJoin (12)
                        :     :     :     :     :- CometProject (7)
                        :     :     :     :     :  +- CometBroadcastHashJoin (6)
                        :     :     :     :     :     :- CometFilter (2)
                        :     :     :     :     :     :  +- CometNativeScan: `spark_catalog`.`default`.`call_center` (1)
                        :     :     :     :     :     +- CometBroadcastExchange (5)
                        :     :     :     :     :        +- CometFilter (4)
                        :     :     :     :     :           +- CometNativeScan: `spark_catalog`.`default`.`catalog_returns` (3)
                        :     :     :     :     +- CometBroadcastExchange (11)
                        :     :     :     :        +- CometProject (10)
                        :     :     :     :           +- CometFilter (9)
                        :     :     :     :              +- CometNativeScan: `spark_catalog`.`default`.`date_dim` (8)
                        :     :     :     +- CometBroadcastExchange (16)
                        :     :     :        +- CometFilter (15)
                        :     :     :           +- CometNativeScan: `spark_catalog`.`default`.`customer` (14)
                        :     :     +- CometBroadcastExchange (22)
                        :     :        +- CometProject (21)
                        :     :           +- CometFilter (20)
                        :     :              +- CometNativeScan: `spark_catalog`.`default`.`customer_address` (19)
                        :     +- CometBroadcastExchange (27)
                        :        +- CometFilter (26)
                        :           +- CometNativeScan: `spark_catalog`.`default`.`customer_demographics` (25)
                        +- CometBroadcastExchange (33)
                           +- CometProject (32)
                              +- CometFilter (31)
                                 +- CometNativeScan: `spark_catalog`.`default`.`household_demographics` (30)


(1) CometNativeScan: `spark_catalog`.`default`.`call_center`
Output [4]: [cc_call_center_sk#1, cc_call_center_id#2, cc_name#3, cc_manager#4]
Arguments: [cc_call_center_sk#1, cc_call_center_id#2, cc_name#3, cc_manager#4]

(2) CometFilter
Input [4]: [cc_call_center_sk#1, cc_call_center_id#2, cc_name#3, cc_manager#4]
Condition : isnotnull(cc_call_center_sk#1)

(3) CometNativeScan: `spark_catalog`.`default`.`catalog_returns`
Output [4]: [cr_returning_customer_sk#5, cr_call_center_sk#6, cr_net_loss#7, cr_returned_date_sk#8]
Arguments: [cr_returning_customer_sk#5, cr_call_center_sk#6, cr_net_loss#7, cr_returned_date_sk#8]

(4) CometFilter
Input [4]: [cr_returning_customer_sk#5, cr_call_center_sk#6, cr_net_loss#7, cr_returned_date_sk#8]
Condition : (isnotnull(cr_call_center_sk#6) AND isnotnull(cr_returning_customer_sk#5))

(5) CometBroadcastExchange
Input [4]: [cr_returning_customer_sk#5, cr_call_center_sk#6, cr_net_loss#7, cr_returned_date_sk#8]
Arguments: [cr_returning_customer_sk#5, cr_call_center_sk#6, cr_net_loss#7, cr_returned_date_sk#8]

(6) CometBroadcastHashJoin
Left output [4]: [cc_call_center_sk#1, cc_call_center_id#2, cc_name#3, cc_manager#4]
Right output [4]: [cr_returning_customer_sk#5, cr_call_center_sk#6, cr_net_loss#7, cr_returned_date_sk#8]
Arguments: [cc_call_center_sk#1], [cr_call_center_sk#6], Inner, BuildRight

(7) CometProject
Input [8]: [cc_call_center_sk#1, cc_call_center_id#2, cc_name#3, cc_manager#4, cr_returning_customer_sk#5, cr_call_center_sk#6, cr_net_loss#7, cr_returned_date_sk#8]
Arguments: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_returning_customer_sk#5, cr_net_loss#7, cr_returned_date_sk#8], [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_returning_customer_sk#5, cr_net_loss#7, cr_returned_date_sk#8]

(8) CometNativeScan: `spark_catalog`.`default`.`date_dim`
Output [3]: [d_date_sk#9, d_year#10, d_moy#11]
Arguments: [d_date_sk#9, d_year#10, d_moy#11]

(9) CometFilter
Input [3]: [d_date_sk#9, d_year#10, d_moy#11]
Condition : ((((isnotnull(d_year#10) AND isnotnull(d_moy#11)) AND (d_year#10 = 1998)) AND (d_moy#11 = 11)) AND isnotnull(d_date_sk#9))

(10) CometProject
Input [3]: [d_date_sk#9, d_year#10, d_moy#11]
Arguments: [d_date_sk#9], [d_date_sk#9]

(11) CometBroadcastExchange
Input [1]: [d_date_sk#9]
Arguments: [d_date_sk#9]

(12) CometBroadcastHashJoin
Left output [6]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_returning_customer_sk#5, cr_net_loss#7, cr_returned_date_sk#8]
Right output [1]: [d_date_sk#9]
Arguments: [cr_returned_date_sk#8], [d_date_sk#9], Inner, BuildRight

(13) CometProject
Input [7]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_returning_customer_sk#5, cr_net_loss#7, cr_returned_date_sk#8, d_date_sk#9]
Arguments: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_returning_customer_sk#5, cr_net_loss#7], [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_returning_customer_sk#5, cr_net_loss#7]

(14) CometNativeScan: `spark_catalog`.`default`.`customer`
Output [4]: [c_customer_sk#12, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15]
Arguments: [c_customer_sk#12, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15]

(15) CometFilter
Input [4]: [c_customer_sk#12, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15]
Condition : (((isnotnull(c_customer_sk#12) AND isnotnull(c_current_addr_sk#15)) AND isnotnull(c_current_cdemo_sk#13)) AND isnotnull(c_current_hdemo_sk#14))

(16) CometBroadcastExchange
Input [4]: [c_customer_sk#12, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15]
Arguments: [c_customer_sk#12, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15]

(17) CometBroadcastHashJoin
Left output [5]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_returning_customer_sk#5, cr_net_loss#7]
Right output [4]: [c_customer_sk#12, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15]
Arguments: [cr_returning_customer_sk#5], [c_customer_sk#12], Inner, BuildRight

(18) CometProject
Input [9]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_returning_customer_sk#5, cr_net_loss#7, c_customer_sk#12, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15]
Arguments: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15], [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15]

(19) CometNativeScan: `spark_catalog`.`default`.`customer_address`
Output [2]: [ca_address_sk#16, ca_gmt_offset#17]
Arguments: [ca_address_sk#16, ca_gmt_offset#17]

(20) CometFilter
Input [2]: [ca_address_sk#16, ca_gmt_offset#17]
Condition : ((isnotnull(ca_gmt_offset#17) AND (ca_gmt_offset#17 = -7.00)) AND isnotnull(ca_address_sk#16))

(21) CometProject
Input [2]: [ca_address_sk#16, ca_gmt_offset#17]
Arguments: [ca_address_sk#16], [ca_address_sk#16]

(22) CometBroadcastExchange
Input [1]: [ca_address_sk#16]
Arguments: [ca_address_sk#16]

(23) CometBroadcastHashJoin
Left output [7]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15]
Right output [1]: [ca_address_sk#16]
Arguments: [c_current_addr_sk#15], [ca_address_sk#16], Inner, BuildRight

(24) CometProject
Input [8]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_cdemo_sk#13, c_current_hdemo_sk#14, c_current_addr_sk#15, ca_address_sk#16]
Arguments: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_cdemo_sk#13, c_current_hdemo_sk#14], [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_cdemo_sk#13, c_current_hdemo_sk#14]

(25) CometNativeScan: `spark_catalog`.`default`.`customer_demographics`
Output [3]: [cd_demo_sk#18, cd_marital_status#19, cd_education_status#20]
Arguments: [cd_demo_sk#18, cd_marital_status#19, cd_education_status#20]

(26) CometFilter
Input [3]: [cd_demo_sk#18, cd_marital_status#19, cd_education_status#20]
Condition : ((((cd_marital_status#19 = M) AND (cd_education_status#20 = Unknown             )) OR ((cd_marital_status#19 = W) AND (cd_education_status#20 = Advanced Degree     ))) AND isnotnull(cd_demo_sk#18))

(27) CometBroadcastExchange
Input [3]: [cd_demo_sk#18, cd_marital_status#19, cd_education_status#20]
Arguments: [cd_demo_sk#18, cd_marital_status#19, cd_education_status#20]

(28) CometBroadcastHashJoin
Left output [6]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_cdemo_sk#13, c_current_hdemo_sk#14]
Right output [3]: [cd_demo_sk#18, cd_marital_status#19, cd_education_status#20]
Arguments: [c_current_cdemo_sk#13], [cd_demo_sk#18], Inner, BuildRight

(29) CometProject
Input [9]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_cdemo_sk#13, c_current_hdemo_sk#14, cd_demo_sk#18, cd_marital_status#19, cd_education_status#20]
Arguments: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_hdemo_sk#14, cd_marital_status#19, cd_education_status#20], [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_hdemo_sk#14, cd_marital_status#19, cd_education_status#20]

(30) CometNativeScan: `spark_catalog`.`default`.`household_demographics`
Output [2]: [hd_demo_sk#21, hd_buy_potential#22]
Arguments: [hd_demo_sk#21, hd_buy_potential#22]

(31) CometFilter
Input [2]: [hd_demo_sk#21, hd_buy_potential#22]
Condition : ((isnotnull(hd_buy_potential#22) AND StartsWith(hd_buy_potential#22, Unknown)) AND isnotnull(hd_demo_sk#21))

(32) CometProject
Input [2]: [hd_demo_sk#21, hd_buy_potential#22]
Arguments: [hd_demo_sk#21], [hd_demo_sk#21]

(33) CometBroadcastExchange
Input [1]: [hd_demo_sk#21]
Arguments: [hd_demo_sk#21]

(34) CometBroadcastHashJoin
Left output [7]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_hdemo_sk#14, cd_marital_status#19, cd_education_status#20]
Right output [1]: [hd_demo_sk#21]
Arguments: [c_current_hdemo_sk#14], [hd_demo_sk#21], Inner, BuildRight

(35) CometProject
Input [8]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, c_current_hdemo_sk#14, cd_marital_status#19, cd_education_status#20, hd_demo_sk#21]
Arguments: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, cd_marital_status#19, cd_education_status#20], [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, cd_marital_status#19, cd_education_status#20]

(36) ColumnarToRow [codegen id : 1]
Input [6]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, cd_marital_status#19, cd_education_status#20]

(37) HashAggregate [codegen id : 1]
Input [6]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cr_net_loss#7, cd_marital_status#19, cd_education_status#20]
Keys [5]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cd_marital_status#19, cd_education_status#20]
Functions [1]: [partial_sum(UnscaledValue(cr_net_loss#7))]
Aggregate Attributes [1]: [sum#23]
Results [6]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cd_marital_status#19, cd_education_status#20, sum#24]

(38) Exchange
Input [6]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cd_marital_status#19, cd_education_status#20, sum#24]
Arguments: hashpartitioning(cc_call_center_id#2, cc_name#3, cc_manager#4, cd_marital_status#19, cd_education_status#20, 5), ENSURE_REQUIREMENTS, [plan_id=1]

(39) HashAggregate [codegen id : 2]
Input [6]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cd_marital_status#19, cd_education_status#20, sum#24]
Keys [5]: [cc_call_center_id#2, cc_name#3, cc_manager#4, cd_marital_status#19, cd_education_status#20]
Functions [1]: [sum(UnscaledValue(cr_net_loss#7))]
Aggregate Attributes [1]: [sum(UnscaledValue(cr_net_loss#7))#25]
Results [4]: [cc_call_center_id#2 AS Call_Center#26, cc_name#3 AS Call_Center_Name#27, cc_manager#4 AS Manager#28, MakeDecimal(sum(UnscaledValue(cr_net_loss#7))#25,17,2) AS Returns_Loss#29]

(40) CometColumnarExchange
Input [4]: [Call_Center#26, Call_Center_Name#27, Manager#28, Returns_Loss#29]
Arguments: rangepartitioning(Returns_Loss#29 DESC NULLS LAST, 5), ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=2]

(41) CometSort
Input [4]: [Call_Center#26, Call_Center_Name#27, Manager#28, Returns_Loss#29]
Arguments: [Call_Center#26, Call_Center_Name#27, Manager#28, Returns_Loss#29], [Returns_Loss#29 DESC NULLS LAST]

(42) ColumnarToRow [codegen id : 3]
Input [4]: [Call_Center#26, Call_Center_Name#27, Manager#28, Returns_Loss#29]

