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explain.txt
410 lines (336 loc) · 19.3 KB
/
explain.txt
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== Physical Plan ==
TakeOrderedAndProject (72)
+- * Project (71)
+- * BroadcastHashJoin Inner BuildRight (70)
:- * Project (56)
: +- * BroadcastHashJoin Inner BuildRight (55)
: :- * BroadcastHashJoin Inner BuildRight (36)
: : :- * Filter (19)
: : : +- * HashAggregate (18)
: : : +- Exchange (17)
: : : +- * HashAggregate (16)
: : : +- * Project (15)
: : : +- * BroadcastHashJoin Inner BuildRight (14)
: : : :- * Project (9)
: : : : +- * BroadcastHashJoin Inner BuildRight (8)
: : : : :- * Filter (3)
: : : : : +- * ColumnarToRow (2)
: : : : : +- Scan parquet default.customer (1)
: : : : +- BroadcastExchange (7)
: : : : +- * Filter (6)
: : : : +- * ColumnarToRow (5)
: : : : +- Scan parquet default.store_sales (4)
: : : +- BroadcastExchange (13)
: : : +- * Filter (12)
: : : +- * ColumnarToRow (11)
: : : +- Scan parquet default.date_dim (10)
: : +- BroadcastExchange (35)
: : +- * HashAggregate (34)
: : +- Exchange (33)
: : +- * HashAggregate (32)
: : +- * Project (31)
: : +- * BroadcastHashJoin Inner BuildRight (30)
: : :- * Project (25)
: : : +- * BroadcastHashJoin Inner BuildRight (24)
: : : :- * Filter (22)
: : : : +- * ColumnarToRow (21)
: : : : +- Scan parquet default.customer (20)
: : : +- ReusedExchange (23)
: : +- BroadcastExchange (29)
: : +- * Filter (28)
: : +- * ColumnarToRow (27)
: : +- Scan parquet default.date_dim (26)
: +- BroadcastExchange (54)
: +- * Project (53)
: +- * Filter (52)
: +- * HashAggregate (51)
: +- Exchange (50)
: +- * HashAggregate (49)
: +- * Project (48)
: +- * BroadcastHashJoin Inner BuildRight (47)
: :- * Project (45)
: : +- * BroadcastHashJoin Inner BuildRight (44)
: : :- * Filter (39)
: : : +- * ColumnarToRow (38)
: : : +- Scan parquet default.customer (37)
: : +- BroadcastExchange (43)
: : +- * Filter (42)
: : +- * ColumnarToRow (41)
: : +- Scan parquet default.web_sales (40)
: +- ReusedExchange (46)
+- BroadcastExchange (69)
+- * HashAggregate (68)
+- Exchange (67)
+- * HashAggregate (66)
+- * Project (65)
+- * BroadcastHashJoin Inner BuildRight (64)
:- * Project (62)
: +- * BroadcastHashJoin Inner BuildRight (61)
: :- * Filter (59)
: : +- * ColumnarToRow (58)
: : +- Scan parquet default.customer (57)
: +- ReusedExchange (60)
+- ReusedExchange (63)
(1) Scan parquet default.customer
Output [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk), IsNotNull(c_customer_id)]
ReadSchema: struct<c_customer_sk:int,c_customer_id:string,c_first_name:string,c_last_name:string>
(2) ColumnarToRow [codegen id : 3]
Input [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
(3) Filter [codegen id : 3]
Input [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
Condition : (isnotnull(c_customer_sk#1) AND isnotnull(c_customer_id#2))
(4) Scan parquet default.store_sales
Output [3]: [ss_sold_date_sk#5, ss_customer_sk#6, ss_net_paid#7]
Batched: true
Location [not included in comparison]/{warehouse_dir}/store_sales]
PushedFilters: [IsNotNull(ss_customer_sk), IsNotNull(ss_sold_date_sk)]
ReadSchema: struct<ss_sold_date_sk:int,ss_customer_sk:int,ss_net_paid:decimal(7,2)>
(5) ColumnarToRow [codegen id : 1]
Input [3]: [ss_sold_date_sk#5, ss_customer_sk#6, ss_net_paid#7]
(6) Filter [codegen id : 1]
Input [3]: [ss_sold_date_sk#5, ss_customer_sk#6, ss_net_paid#7]
Condition : (isnotnull(ss_customer_sk#6) AND isnotnull(ss_sold_date_sk#5))
(7) BroadcastExchange
Input [3]: [ss_sold_date_sk#5, ss_customer_sk#6, ss_net_paid#7]
Arguments: HashedRelationBroadcastMode(List(cast(input[1, int, false] as bigint)),false), [id=#8]
(8) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [c_customer_sk#1]
Right keys [1]: [ss_customer_sk#6]
Join condition: None
(9) Project [codegen id : 3]
Output [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ss_sold_date_sk#5, ss_net_paid#7]
Input [7]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4, ss_sold_date_sk#5, ss_customer_sk#6, ss_net_paid#7]
(10) Scan parquet default.date_dim
Output [2]: [d_date_sk#9, d_year#10]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), In(d_year, [2001,2002]), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int>
(11) ColumnarToRow [codegen id : 2]
Input [2]: [d_date_sk#9, d_year#10]
(12) Filter [codegen id : 2]
Input [2]: [d_date_sk#9, d_year#10]
Condition : (((isnotnull(d_year#10) AND (d_year#10 = 2001)) AND d_year#10 IN (2001,2002)) AND isnotnull(d_date_sk#9))
(13) BroadcastExchange
Input [2]: [d_date_sk#9, d_year#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#11]
(14) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [ss_sold_date_sk#5]
Right keys [1]: [d_date_sk#9]
Join condition: None
(15) Project [codegen id : 3]
Output [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ss_net_paid#7, d_year#10]
Input [7]: [c_customer_id#2, c_first_name#3, c_last_name#4, ss_sold_date_sk#5, ss_net_paid#7, d_date_sk#9, d_year#10]
(16) HashAggregate [codegen id : 3]
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ss_net_paid#7, d_year#10]
Keys [4]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10]
Functions [1]: [partial_sum(UnscaledValue(ss_net_paid#7))]
Aggregate Attributes [1]: [sum#12]
Results [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#13]
(17) Exchange
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#13]
Arguments: hashpartitioning(c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, 5), true, [id=#14]
(18) HashAggregate [codegen id : 16]
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#13]
Keys [4]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10]
Functions [1]: [sum(UnscaledValue(ss_net_paid#7))]
Aggregate Attributes [1]: [sum(UnscaledValue(ss_net_paid#7))#15]
Results [2]: [c_customer_id#2 AS customer_id#16, MakeDecimal(sum(UnscaledValue(ss_net_paid#7))#15,17,2) AS year_total#17]
(19) Filter [codegen id : 16]
Input [2]: [customer_id#16, year_total#17]
Condition : (isnotnull(year_total#17) AND (year_total#17 > 0.00))
(20) Scan parquet default.customer
Output [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk), IsNotNull(c_customer_id)]
ReadSchema: struct<c_customer_sk:int,c_customer_id:string,c_first_name:string,c_last_name:string>
(21) ColumnarToRow [codegen id : 6]
Input [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
(22) Filter [codegen id : 6]
Input [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
Condition : (isnotnull(c_customer_sk#1) AND isnotnull(c_customer_id#2))
(23) ReusedExchange [Reuses operator id: 7]
Output [3]: [ss_sold_date_sk#5, ss_customer_sk#6, ss_net_paid#7]
(24) BroadcastHashJoin [codegen id : 6]
Left keys [1]: [c_customer_sk#1]
Right keys [1]: [ss_customer_sk#6]
Join condition: None
(25) Project [codegen id : 6]
Output [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ss_sold_date_sk#5, ss_net_paid#7]
Input [7]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4, ss_sold_date_sk#5, ss_customer_sk#6, ss_net_paid#7]
(26) Scan parquet default.date_dim
Output [2]: [d_date_sk#9, d_year#10]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2002), In(d_year, [2001,2002]), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int>
(27) ColumnarToRow [codegen id : 5]
Input [2]: [d_date_sk#9, d_year#10]
(28) Filter [codegen id : 5]
Input [2]: [d_date_sk#9, d_year#10]
Condition : (((isnotnull(d_year#10) AND (d_year#10 = 2002)) AND d_year#10 IN (2001,2002)) AND isnotnull(d_date_sk#9))
(29) BroadcastExchange
Input [2]: [d_date_sk#9, d_year#10]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#18]
(30) BroadcastHashJoin [codegen id : 6]
Left keys [1]: [ss_sold_date_sk#5]
Right keys [1]: [d_date_sk#9]
Join condition: None
(31) Project [codegen id : 6]
Output [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ss_net_paid#7, d_year#10]
Input [7]: [c_customer_id#2, c_first_name#3, c_last_name#4, ss_sold_date_sk#5, ss_net_paid#7, d_date_sk#9, d_year#10]
(32) HashAggregate [codegen id : 6]
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ss_net_paid#7, d_year#10]
Keys [4]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10]
Functions [1]: [partial_sum(UnscaledValue(ss_net_paid#7))]
Aggregate Attributes [1]: [sum#19]
Results [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#20]
(33) Exchange
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#20]
Arguments: hashpartitioning(c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, 5), true, [id=#21]
(34) HashAggregate [codegen id : 7]
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#20]
Keys [4]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10]
Functions [1]: [sum(UnscaledValue(ss_net_paid#7))]
Aggregate Attributes [1]: [sum(UnscaledValue(ss_net_paid#7))#22]
Results [4]: [c_customer_id#2 AS customer_id#23, c_first_name#3 AS customer_first_name#24, c_last_name#4 AS customer_last_name#25, MakeDecimal(sum(UnscaledValue(ss_net_paid#7))#22,17,2) AS year_total#26]
(35) BroadcastExchange
Input [4]: [customer_id#23, customer_first_name#24, customer_last_name#25, year_total#26]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true]),false), [id=#27]
(36) BroadcastHashJoin [codegen id : 16]
Left keys [1]: [customer_id#16]
Right keys [1]: [customer_id#23]
Join condition: None
(37) Scan parquet default.customer
Output [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk), IsNotNull(c_customer_id)]
ReadSchema: struct<c_customer_sk:int,c_customer_id:string,c_first_name:string,c_last_name:string>
(38) ColumnarToRow [codegen id : 10]
Input [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
(39) Filter [codegen id : 10]
Input [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
Condition : (isnotnull(c_customer_sk#1) AND isnotnull(c_customer_id#2))
(40) Scan parquet default.web_sales
Output [3]: [ws_sold_date_sk#28, ws_bill_customer_sk#29, ws_net_paid#30]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
PushedFilters: [IsNotNull(ws_bill_customer_sk), IsNotNull(ws_sold_date_sk)]
ReadSchema: struct<ws_sold_date_sk:int,ws_bill_customer_sk:int,ws_net_paid:decimal(7,2)>
(41) ColumnarToRow [codegen id : 8]
Input [3]: [ws_sold_date_sk#28, ws_bill_customer_sk#29, ws_net_paid#30]
(42) Filter [codegen id : 8]
Input [3]: [ws_sold_date_sk#28, ws_bill_customer_sk#29, ws_net_paid#30]
Condition : (isnotnull(ws_bill_customer_sk#29) AND isnotnull(ws_sold_date_sk#28))
(43) BroadcastExchange
Input [3]: [ws_sold_date_sk#28, ws_bill_customer_sk#29, ws_net_paid#30]
Arguments: HashedRelationBroadcastMode(List(cast(input[1, int, false] as bigint)),false), [id=#31]
(44) BroadcastHashJoin [codegen id : 10]
Left keys [1]: [c_customer_sk#1]
Right keys [1]: [ws_bill_customer_sk#29]
Join condition: None
(45) Project [codegen id : 10]
Output [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ws_sold_date_sk#28, ws_net_paid#30]
Input [7]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4, ws_sold_date_sk#28, ws_bill_customer_sk#29, ws_net_paid#30]
(46) ReusedExchange [Reuses operator id: 13]
Output [2]: [d_date_sk#9, d_year#10]
(47) BroadcastHashJoin [codegen id : 10]
Left keys [1]: [ws_sold_date_sk#28]
Right keys [1]: [d_date_sk#9]
Join condition: None
(48) Project [codegen id : 10]
Output [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ws_net_paid#30, d_year#10]
Input [7]: [c_customer_id#2, c_first_name#3, c_last_name#4, ws_sold_date_sk#28, ws_net_paid#30, d_date_sk#9, d_year#10]
(49) HashAggregate [codegen id : 10]
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ws_net_paid#30, d_year#10]
Keys [4]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10]
Functions [1]: [partial_sum(UnscaledValue(ws_net_paid#30))]
Aggregate Attributes [1]: [sum#32]
Results [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#33]
(50) Exchange
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#33]
Arguments: hashpartitioning(c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, 5), true, [id=#34]
(51) HashAggregate [codegen id : 11]
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#33]
Keys [4]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10]
Functions [1]: [sum(UnscaledValue(ws_net_paid#30))]
Aggregate Attributes [1]: [sum(UnscaledValue(ws_net_paid#30))#35]
Results [2]: [c_customer_id#2 AS customer_id#36, MakeDecimal(sum(UnscaledValue(ws_net_paid#30))#35,17,2) AS year_total#37]
(52) Filter [codegen id : 11]
Input [2]: [customer_id#36, year_total#37]
Condition : (isnotnull(year_total#37) AND (year_total#37 > 0.00))
(53) Project [codegen id : 11]
Output [2]: [customer_id#36 AS customer_id#38, year_total#37 AS year_total#39]
Input [2]: [customer_id#36, year_total#37]
(54) BroadcastExchange
Input [2]: [customer_id#38, year_total#39]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true]),false), [id=#40]
(55) BroadcastHashJoin [codegen id : 16]
Left keys [1]: [customer_id#16]
Right keys [1]: [customer_id#38]
Join condition: None
(56) Project [codegen id : 16]
Output [7]: [customer_id#16, year_total#17, customer_id#23, customer_first_name#24, customer_last_name#25, year_total#26, year_total#39]
Input [8]: [customer_id#16, year_total#17, customer_id#23, customer_first_name#24, customer_last_name#25, year_total#26, customer_id#38, year_total#39]
(57) Scan parquet default.customer
Output [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
Batched: true
Location [not included in comparison]/{warehouse_dir}/customer]
PushedFilters: [IsNotNull(c_customer_sk), IsNotNull(c_customer_id)]
ReadSchema: struct<c_customer_sk:int,c_customer_id:string,c_first_name:string,c_last_name:string>
(58) ColumnarToRow [codegen id : 14]
Input [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
(59) Filter [codegen id : 14]
Input [4]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4]
Condition : (isnotnull(c_customer_sk#1) AND isnotnull(c_customer_id#2))
(60) ReusedExchange [Reuses operator id: 43]
Output [3]: [ws_sold_date_sk#28, ws_bill_customer_sk#29, ws_net_paid#30]
(61) BroadcastHashJoin [codegen id : 14]
Left keys [1]: [c_customer_sk#1]
Right keys [1]: [ws_bill_customer_sk#29]
Join condition: None
(62) Project [codegen id : 14]
Output [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ws_sold_date_sk#28, ws_net_paid#30]
Input [7]: [c_customer_sk#1, c_customer_id#2, c_first_name#3, c_last_name#4, ws_sold_date_sk#28, ws_bill_customer_sk#29, ws_net_paid#30]
(63) ReusedExchange [Reuses operator id: 29]
Output [2]: [d_date_sk#9, d_year#10]
(64) BroadcastHashJoin [codegen id : 14]
Left keys [1]: [ws_sold_date_sk#28]
Right keys [1]: [d_date_sk#9]
Join condition: None
(65) Project [codegen id : 14]
Output [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ws_net_paid#30, d_year#10]
Input [7]: [c_customer_id#2, c_first_name#3, c_last_name#4, ws_sold_date_sk#28, ws_net_paid#30, d_date_sk#9, d_year#10]
(66) HashAggregate [codegen id : 14]
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, ws_net_paid#30, d_year#10]
Keys [4]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10]
Functions [1]: [partial_sum(UnscaledValue(ws_net_paid#30))]
Aggregate Attributes [1]: [sum#41]
Results [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#42]
(67) Exchange
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#42]
Arguments: hashpartitioning(c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, 5), true, [id=#43]
(68) HashAggregate [codegen id : 15]
Input [5]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10, sum#42]
Keys [4]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#10]
Functions [1]: [sum(UnscaledValue(ws_net_paid#30))]
Aggregate Attributes [1]: [sum(UnscaledValue(ws_net_paid#30))#44]
Results [2]: [c_customer_id#2 AS customer_id#45, MakeDecimal(sum(UnscaledValue(ws_net_paid#30))#44,17,2) AS year_total#46]
(69) BroadcastExchange
Input [2]: [customer_id#45, year_total#46]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true]),false), [id=#47]
(70) BroadcastHashJoin [codegen id : 16]
Left keys [1]: [customer_id#16]
Right keys [1]: [customer_id#45]
Join condition: (CASE WHEN (year_total#39 > 0.00) THEN CheckOverflow((promote_precision(year_total#46) / promote_precision(year_total#39)), DecimalType(37,20), true) ELSE null END > CASE WHEN (year_total#17 > 0.00) THEN CheckOverflow((promote_precision(year_total#26) / promote_precision(year_total#17)), DecimalType(37,20), true) ELSE null END)
(71) Project [codegen id : 16]
Output [3]: [customer_id#23, customer_first_name#24, customer_last_name#25]
Input [9]: [customer_id#16, year_total#17, customer_id#23, customer_first_name#24, customer_last_name#25, year_total#26, year_total#39, customer_id#45, year_total#46]
(72) TakeOrderedAndProject
Input [3]: [customer_id#23, customer_first_name#24, customer_last_name#25]
Arguments: 100, [customer_first_name#24 ASC NULLS FIRST, customer_id#23 ASC NULLS FIRST, customer_last_name#25 ASC NULLS FIRST], [customer_id#23, customer_first_name#24, customer_last_name#25]