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Posted to commits@hive.apache.org by jc...@apache.org on 2018/09/23 20:06:34 UTC
[11/13] hive git commit: HIVE-20612: Create new join multi-key
correlation flag for CBO (Jesus Camacho Rodriguez,
reviewed by Ashutosh Chauhan)
http://git-wip-us.apache.org/repos/asf/hive/blob/0f7163fa/ql/src/test/results/clientpositive/perf/spark/query25.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query25.q.out b/ql/src/test/results/clientpositive/perf/spark/query25.q.out
index d15c8ce..79cbef5 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query25.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query25.q.out
@@ -102,7 +102,7 @@ STAGE PLANS:
Spark
#### A masked pattern was here ####
Vertices:
- Map 16
+ Map 15
Map Operator Tree:
TableScan
alias: store
@@ -126,54 +126,35 @@ STAGE PLANS:
Stage: Stage-1
Spark
Edges:
- Reducer 10 <- Reducer 13 (PARTITION-LEVEL SORT, 374), Reducer 9 (PARTITION-LEVEL SORT, 374)
- Reducer 13 <- Map 12 (PARTITION-LEVEL SORT, 36), Map 14 (PARTITION-LEVEL SORT, 36)
- Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 398), Map 7 (PARTITION-LEVEL SORT, 398)
- Reducer 3 <- Reducer 10 (PARTITION-LEVEL SORT, 806), Reducer 2 (PARTITION-LEVEL SORT, 806)
- Reducer 4 <- Map 15 (PARTITION-LEVEL SORT, 486), Reducer 3 (PARTITION-LEVEL SORT, 486)
- Reducer 5 <- Reducer 4 (GROUP, 582)
+ Reducer 10 <- Map 13 (PARTITION-LEVEL SORT, 437), Reducer 9 (PARTITION-LEVEL SORT, 437)
+ Reducer 11 <- Map 14 (PARTITION-LEVEL SORT, 481), Reducer 10 (PARTITION-LEVEL SORT, 481)
+ Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 306), Map 7 (PARTITION-LEVEL SORT, 306)
+ Reducer 3 <- Reducer 11 (PARTITION-LEVEL SORT, 917), Reducer 2 (PARTITION-LEVEL SORT, 917)
+ Reducer 4 <- Map 16 (PARTITION-LEVEL SORT, 645), Reducer 3 (PARTITION-LEVEL SORT, 645)
+ Reducer 5 <- Reducer 4 (GROUP, 704)
Reducer 6 <- Reducer 5 (SORT, 1)
- Reducer 9 <- Map 11 (PARTITION-LEVEL SORT, 306), Map 8 (PARTITION-LEVEL SORT, 306)
+ Reducer 9 <- Map 12 (PARTITION-LEVEL SORT, 432), Map 8 (PARTITION-LEVEL SORT, 432)
#### A masked pattern was here ####
Vertices:
Map 1
Map Operator Tree:
TableScan
- alias: store_sales
- filterExpr: (ss_customer_sk is not null and ss_item_sk is not null and ss_ticket_number is not null and ss_sold_date_sk is not null and ss_store_sk is not null) (type: boolean)
- Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- Filter Operator
- predicate: (ss_customer_sk is not null and ss_item_sk is not null and ss_sold_date_sk is not null and ss_store_sk is not null and ss_ticket_number is not null) (type: boolean)
- Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- Select Operator
- expressions: ss_sold_date_sk (type: int), ss_item_sk (type: int), ss_customer_sk (type: int), ss_store_sk (type: int), ss_ticket_number (type: int), ss_net_profit (type: decimal(7,2))
- outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
- Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col0 (type: int)
- sort order: +
- Map-reduce partition columns: _col0 (type: int)
- Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: decimal(7,2))
- Execution mode: vectorized
- Map 11
- Map Operator Tree:
- TableScan
- alias: d3
- filterExpr: (d_moy BETWEEN 4 AND 10 and (d_year = 2000) and d_date_sk is not null) (type: boolean)
- Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+ alias: catalog_sales
+ filterExpr: (cs_bill_customer_sk is not null and cs_item_sk is not null and cs_sold_date_sk is not null) (type: boolean)
+ Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
Filter Operator
- predicate: ((d_year = 2000) and d_date_sk is not null and d_moy BETWEEN 4 AND 10) (type: boolean)
- Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
+ predicate: (cs_bill_customer_sk is not null and cs_item_sk is not null and cs_sold_date_sk is not null) (type: boolean)
+ Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
Select Operator
- expressions: d_date_sk (type: int)
- outputColumnNames: _col0
- Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
+ expressions: cs_sold_date_sk (type: int), cs_bill_customer_sk (type: int), cs_item_sk (type: int), cs_net_profit (type: decimal(7,2))
+ outputColumnNames: _col0, _col1, _col2, _col3
+ Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
- Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: decimal(7,2))
Execution mode: vectorized
Map 12
Map Operator Tree:
@@ -189,11 +170,30 @@ STAGE PLANS:
outputColumnNames: _col0, _col1, _col2, _col3, _col4
Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
+ key expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int)
+ sort order: +++
+ Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col3 (type: int)
+ Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col0 (type: int), _col4 (type: decimal(7,2))
+ Execution mode: vectorized
+ Map 13
+ Map Operator Tree:
+ TableScan
+ alias: d1
+ filterExpr: ((d_moy = 4) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
+ Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+ Filter Operator
+ predicate: ((d_moy = 4) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
+ Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+ Select Operator
+ expressions: d_date_sk (type: int)
+ outputColumnNames: _col0
+ Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: decimal(7,2))
+ Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
Map 14
Map Operator Tree:
@@ -214,7 +214,7 @@ STAGE PLANS:
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
- Map 15
+ Map 16
Map Operator Tree:
TableScan
alias: item
@@ -237,41 +237,41 @@ STAGE PLANS:
Map 7
Map Operator Tree:
TableScan
- alias: d1
- filterExpr: ((d_moy = 4) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
+ alias: d3
+ filterExpr: (d_moy BETWEEN 4 AND 10 and (d_year = 2000) and d_date_sk is not null) (type: boolean)
Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
Filter Operator
- predicate: ((d_moy = 4) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
- Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+ predicate: ((d_year = 2000) and d_date_sk is not null and d_moy BETWEEN 4 AND 10) (type: boolean)
+ Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: d_date_sk (type: int)
outputColumnNames: _col0
- Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
- Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
Map 8
Map Operator Tree:
TableScan
- alias: catalog_sales
- filterExpr: (cs_bill_customer_sk is not null and cs_item_sk is not null and cs_sold_date_sk is not null) (type: boolean)
- Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+ alias: store_sales
+ filterExpr: (ss_customer_sk is not null and ss_item_sk is not null and ss_ticket_number is not null and ss_sold_date_sk is not null and ss_store_sk is not null) (type: boolean)
+ Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
Filter Operator
- predicate: (cs_bill_customer_sk is not null and cs_item_sk is not null and cs_sold_date_sk is not null) (type: boolean)
- Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+ predicate: (ss_customer_sk is not null and ss_item_sk is not null and ss_sold_date_sk is not null and ss_store_sk is not null and ss_ticket_number is not null) (type: boolean)
+ Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
Select Operator
- expressions: cs_sold_date_sk (type: int), cs_bill_customer_sk (type: int), cs_item_sk (type: int), cs_net_profit (type: decimal(7,2))
- outputColumnNames: _col0, _col1, _col2, _col3
- Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+ expressions: ss_sold_date_sk (type: int), ss_item_sk (type: int), ss_customer_sk (type: int), ss_store_sk (type: int), ss_ticket_number (type: int), ss_net_profit (type: decimal(7,2))
+ outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
+ Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col0 (type: int)
- sort order: +
- Map-reduce partition columns: _col0 (type: int)
- Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: decimal(7,2))
+ key expressions: _col1 (type: int), _col2 (type: int), _col4 (type: int)
+ sort order: +++
+ Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col4 (type: int)
+ Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col0 (type: int), _col3 (type: int), _col5 (type: decimal(7,2))
Execution mode: vectorized
Reducer 10
Reduce Operator Tree:
@@ -279,32 +279,48 @@ STAGE PLANS:
condition map:
Inner Join 0 to 1
keys:
- 0 _col2 (type: int), _col1 (type: int)
- 1 _col1 (type: int), _col2 (type: int)
- outputColumnNames: _col3, _col8, _col9, _col10, _col11
- Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+ 0 _col0 (type: int)
+ 1 _col0 (type: int)
+ outputColumnNames: _col1, _col3, _col5, _col6, _col7, _col8, _col10
+ Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col8 (type: int), _col9 (type: int), _col10 (type: int)
- sort order: +++
- Map-reduce partition columns: _col8 (type: int), _col9 (type: int), _col10 (type: int)
- Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col3 (type: decimal(7,2)), _col11 (type: decimal(7,2))
- Reducer 13
+ key expressions: _col6 (type: int)
+ sort order: +
+ Map-reduce partition columns: _col6 (type: int)
+ Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col1 (type: int), _col3 (type: int), _col5 (type: decimal(7,2)), _col7 (type: int), _col8 (type: int), _col10 (type: decimal(7,2))
+ Reducer 11
+ Local Work:
+ Map Reduce Local Work
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col0 (type: int)
+ 0 _col6 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col1, _col2, _col3, _col4
- Statistics: Num rows: 63350266 Data size: 4908414421 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col1 (type: int), _col2 (type: int)
- sort order: ++
- Map-reduce partition columns: _col1 (type: int), _col2 (type: int)
- Statistics: Num rows: 63350266 Data size: 4908414421 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col3 (type: int), _col4 (type: decimal(7,2))
+ outputColumnNames: _col1, _col3, _col5, _col7, _col8, _col10
+ Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+ Map Join Operator
+ condition map:
+ Inner Join 0 to 1
+ keys:
+ 0 _col3 (type: int)
+ 1 _col0 (type: int)
+ outputColumnNames: _col1, _col5, _col7, _col8, _col10, _col18, _col19
+ input vertices:
+ 1 Map 15
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
+ Select Operator
+ expressions: _col18 (type: string), _col19 (type: string), _col1 (type: int), _col5 (type: decimal(7,2)), _col7 (type: int), _col8 (type: int), _col10 (type: decimal(7,2))
+ outputColumnNames: _col1, _col2, _col7, _col11, _col13, _col14, _col16
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
+ key expressions: _col14 (type: int), _col13 (type: int)
+ sort order: ++
+ Map-reduce partition columns: _col14 (type: int), _col13 (type: int)
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col1 (type: string), _col2 (type: string), _col7 (type: int), _col11 (type: decimal(7,2)), _col16 (type: decimal(7,2))
Reducer 2
Reduce Operator Tree:
Join Operator
@@ -313,65 +329,53 @@ STAGE PLANS:
keys:
0 _col0 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col1, _col2, _col3, _col4, _col5
- Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+ outputColumnNames: _col1, _col2, _col3
+ Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col1 (type: int), _col2 (type: int), _col4 (type: int)
- sort order: +++
- Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col4 (type: int)
- Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col3 (type: int), _col5 (type: decimal(7,2))
+ key expressions: _col1 (type: int), _col2 (type: int)
+ sort order: ++
+ Map-reduce partition columns: _col1 (type: int), _col2 (type: int)
+ Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col3 (type: decimal(7,2))
Reducer 3
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col1 (type: int), _col2 (type: int), _col4 (type: int)
- 1 _col8 (type: int), _col9 (type: int), _col10 (type: int)
- outputColumnNames: _col1, _col3, _col5, _col12, _col20
- Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ 0 _col1 (type: int), _col2 (type: int)
+ 1 _col14 (type: int), _col13 (type: int)
+ outputColumnNames: _col3, _col8, _col9, _col14, _col18, _col23
+ Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col1 (type: int)
+ key expressions: _col14 (type: int)
sort order: +
- Map-reduce partition columns: _col1 (type: int)
- Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col3 (type: int), _col5 (type: decimal(7,2)), _col12 (type: decimal(7,2)), _col20 (type: decimal(7,2))
+ Map-reduce partition columns: _col14 (type: int)
+ Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col3 (type: decimal(7,2)), _col8 (type: string), _col9 (type: string), _col18 (type: decimal(7,2)), _col23 (type: decimal(7,2))
Reducer 4
- Local Work:
- Map Reduce Local Work
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col1 (type: int)
+ 0 _col14 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col3, _col5, _col12, _col20, _col25, _col26
- Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
- Map Join Operator
- condition map:
- Inner Join 0 to 1
- keys:
- 0 _col3 (type: int)
- 1 _col0 (type: int)
- outputColumnNames: _col5, _col12, _col20, _col25, _col26, _col28, _col29
- input vertices:
- 1 Map 16
- Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
- Group By Operator
- aggregations: sum(_col5), sum(_col20), sum(_col12)
- keys: _col25 (type: string), _col26 (type: string), _col28 (type: string), _col29 (type: string)
- mode: hash
- outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6
- Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string)
- sort order: ++++
- Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string)
- Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
- TopN Hash Memory Usage: 0.1
- value expressions: _col4 (type: decimal(17,2)), _col5 (type: decimal(17,2)), _col6 (type: decimal(17,2))
+ outputColumnNames: _col3, _col8, _col9, _col18, _col23, _col28, _col29
+ Statistics: Num rows: 1020411534 Data size: 90021001838 Basic stats: COMPLETE Column stats: NONE
+ Group By Operator
+ aggregations: sum(_col18), sum(_col23), sum(_col3)
+ keys: _col28 (type: string), _col29 (type: string), _col8 (type: string), _col9 (type: string)
+ mode: hash
+ outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6
+ Statistics: Num rows: 1020411534 Data size: 90021001838 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
+ key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string)
+ sort order: ++++
+ Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string)
+ Statistics: Num rows: 1020411534 Data size: 90021001838 Basic stats: COMPLETE Column stats: NONE
+ TopN Hash Memory Usage: 0.1
+ value expressions: _col4 (type: decimal(17,2)), _col5 (type: decimal(17,2)), _col6 (type: decimal(17,2))
Reducer 5
Execution mode: vectorized
Reduce Operator Tree:
@@ -380,11 +384,11 @@ STAGE PLANS:
keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: string), KEY._col3 (type: string)
mode: mergepartial
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6
- Statistics: Num rows: 421657640 Data size: 37198759433 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 510205767 Data size: 45010500919 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string)
sort order: ++++
- Statistics: Num rows: 421657640 Data size: 37198759433 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 510205767 Data size: 45010500919 Basic stats: COMPLETE Column stats: NONE
TopN Hash Memory Usage: 0.1
value expressions: _col4 (type: decimal(17,2)), _col5 (type: decimal(17,2)), _col6 (type: decimal(17,2))
Reducer 6
@@ -393,7 +397,7 @@ STAGE PLANS:
Select Operator
expressions: KEY.reducesinkkey0 (type: string), KEY.reducesinkkey1 (type: string), KEY.reducesinkkey2 (type: string), KEY.reducesinkkey3 (type: string), VALUE._col0 (type: decimal(17,2)), VALUE._col1 (type: decimal(17,2)), VALUE._col2 (type: decimal(17,2))
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6
- Statistics: Num rows: 421657640 Data size: 37198759433 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 510205767 Data size: 45010500919 Basic stats: COMPLETE Column stats: NONE
Limit
Number of rows: 100
Statistics: Num rows: 100 Data size: 8800 Basic stats: COMPLETE Column stats: NONE
@@ -410,16 +414,16 @@ STAGE PLANS:
condition map:
Inner Join 0 to 1
keys:
- 0 _col0 (type: int)
- 1 _col0 (type: int)
- outputColumnNames: _col1, _col2, _col3
- Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
+ 0 _col1 (type: int), _col2 (type: int), _col4 (type: int)
+ 1 _col1 (type: int), _col2 (type: int), _col3 (type: int)
+ outputColumnNames: _col0, _col1, _col3, _col5, _col6, _col7, _col8, _col10
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col2 (type: int), _col1 (type: int)
- sort order: ++
- Map-reduce partition columns: _col2 (type: int), _col1 (type: int)
- Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col3 (type: decimal(7,2))
+ key expressions: _col0 (type: int)
+ sort order: +
+ Map-reduce partition columns: _col0 (type: int)
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col1 (type: int), _col3 (type: int), _col5 (type: decimal(7,2)), _col6 (type: int), _col7 (type: int), _col8 (type: int), _col10 (type: decimal(7,2))
Stage: Stage-0
Fetch Operator
http://git-wip-us.apache.org/repos/asf/hive/blob/0f7163fa/ql/src/test/results/clientpositive/perf/spark/query29.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query29.q.out b/ql/src/test/results/clientpositive/perf/spark/query29.q.out
index a3b0610..e9d986b 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query29.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query29.q.out
@@ -100,7 +100,7 @@ STAGE PLANS:
Spark
#### A masked pattern was here ####
Vertices:
- Map 16
+ Map 15
Map Operator Tree:
TableScan
alias: store
@@ -124,14 +124,14 @@ STAGE PLANS:
Stage: Stage-1
Spark
Edges:
- Reducer 10 <- Map 15 (PARTITION-LEVEL SORT, 486), Reducer 9 (PARTITION-LEVEL SORT, 486)
- Reducer 13 <- Map 12 (PARTITION-LEVEL SORT, 36), Map 14 (PARTITION-LEVEL SORT, 36)
- Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 306), Map 6 (PARTITION-LEVEL SORT, 306)
- Reducer 3 <- Reducer 10 (PARTITION-LEVEL SORT, 917), Reducer 2 (PARTITION-LEVEL SORT, 917)
- Reducer 4 <- Reducer 3 (GROUP, 640)
- Reducer 5 <- Reducer 4 (SORT, 1)
- Reducer 8 <- Map 11 (PARTITION-LEVEL SORT, 398), Map 7 (PARTITION-LEVEL SORT, 398)
- Reducer 9 <- Reducer 13 (PARTITION-LEVEL SORT, 476), Reducer 8 (PARTITION-LEVEL SORT, 476)
+ Reducer 10 <- Map 13 (PARTITION-LEVEL SORT, 437), Reducer 9 (PARTITION-LEVEL SORT, 437)
+ Reducer 11 <- Map 14 (PARTITION-LEVEL SORT, 481), Reducer 10 (PARTITION-LEVEL SORT, 481)
+ Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 306), Map 7 (PARTITION-LEVEL SORT, 306)
+ Reducer 3 <- Reducer 11 (PARTITION-LEVEL SORT, 917), Reducer 2 (PARTITION-LEVEL SORT, 917)
+ Reducer 4 <- Map 16 (PARTITION-LEVEL SORT, 645), Reducer 3 (PARTITION-LEVEL SORT, 645)
+ Reducer 5 <- Reducer 4 (GROUP, 704)
+ Reducer 6 <- Reducer 5 (SORT, 1)
+ Reducer 9 <- Map 12 (PARTITION-LEVEL SORT, 432), Map 8 (PARTITION-LEVEL SORT, 432)
#### A masked pattern was here ####
Vertices:
Map 1
@@ -154,25 +154,6 @@ STAGE PLANS:
Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int)
Execution mode: vectorized
- Map 11
- Map Operator Tree:
- TableScan
- alias: d1
- filterExpr: ((d_moy = 4) and (d_year = 1999) and d_date_sk is not null) (type: boolean)
- Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
- Filter Operator
- predicate: ((d_moy = 4) and (d_year = 1999) and d_date_sk is not null) (type: boolean)
- Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
- Select Operator
- expressions: d_date_sk (type: int)
- outputColumnNames: _col0
- Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col0 (type: int)
- sort order: +
- Map-reduce partition columns: _col0 (type: int)
- Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
- Execution mode: vectorized
Map 12
Map Operator Tree:
TableScan
@@ -187,11 +168,30 @@ STAGE PLANS:
outputColumnNames: _col0, _col1, _col2, _col3, _col4
Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
+ key expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int)
+ sort order: +++
+ Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col3 (type: int)
+ Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col0 (type: int), _col4 (type: int)
+ Execution mode: vectorized
+ Map 13
+ Map Operator Tree:
+ TableScan
+ alias: d1
+ filterExpr: ((d_moy = 4) and (d_year = 1999) and d_date_sk is not null) (type: boolean)
+ Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+ Filter Operator
+ predicate: ((d_moy = 4) and (d_year = 1999) and d_date_sk is not null) (type: boolean)
+ Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+ Select Operator
+ expressions: d_date_sk (type: int)
+ outputColumnNames: _col0
+ Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: int)
+ Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
Map 14
Map Operator Tree:
@@ -212,7 +212,7 @@ STAGE PLANS:
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
- Map 15
+ Map 16
Map Operator Tree:
TableScan
alias: item
@@ -232,7 +232,7 @@ STAGE PLANS:
Statistics: Num rows: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: string), _col2 (type: string)
Execution mode: vectorized
- Map 6
+ Map 7
Map Operator Tree:
TableScan
alias: d3
@@ -251,7 +251,7 @@ STAGE PLANS:
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
- Map 7
+ Map 8
Map Operator Tree:
TableScan
alias: store_sales
@@ -265,13 +265,29 @@ STAGE PLANS:
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col0 (type: int)
- sort order: +
- Map-reduce partition columns: _col0 (type: int)
+ key expressions: _col1 (type: int), _col2 (type: int), _col4 (type: int)
+ sort order: +++
+ Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col4 (type: int)
Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: int)
+ value expressions: _col0 (type: int), _col3 (type: int), _col5 (type: int)
Execution mode: vectorized
Reducer 10
+ Reduce Operator Tree:
+ Join Operator
+ condition map:
+ Inner Join 0 to 1
+ keys:
+ 0 _col0 (type: int)
+ 1 _col0 (type: int)
+ outputColumnNames: _col1, _col3, _col5, _col6, _col7, _col8, _col10
+ Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
+ key expressions: _col6 (type: int)
+ sort order: +
+ Map-reduce partition columns: _col6 (type: int)
+ Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col1 (type: int), _col3 (type: int), _col5 (type: int), _col7 (type: int), _col8 (type: int), _col10 (type: int)
+ Reducer 11
Local Work:
Map Reduce Local Work
Reduce Operator Tree:
@@ -279,9 +295,9 @@ STAGE PLANS:
condition map:
Inner Join 0 to 1
keys:
- 0 _col1 (type: int)
+ 0 _col6 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col3, _col5, _col10, _col11, _col13, _col18, _col19
+ outputColumnNames: _col1, _col3, _col5, _col7, _col8, _col10
Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
Map Join Operator
condition map:
@@ -289,36 +305,20 @@ STAGE PLANS:
keys:
0 _col3 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col5, _col10, _col11, _col13, _col18, _col19, _col21, _col22
+ outputColumnNames: _col1, _col5, _col7, _col8, _col10, _col18, _col19
input vertices:
- 1 Map 16
+ 1 Map 15
Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
Select Operator
- expressions: _col18 (type: string), _col19 (type: string), _col5 (type: int), _col10 (type: int), _col11 (type: int), _col13 (type: int), _col21 (type: string), _col22 (type: string)
- outputColumnNames: _col1, _col2, _col8, _col13, _col14, _col16, _col21, _col22
+ expressions: _col18 (type: string), _col19 (type: string), _col1 (type: int), _col5 (type: int), _col7 (type: int), _col8 (type: int), _col10 (type: int)
+ outputColumnNames: _col1, _col2, _col7, _col11, _col13, _col14, _col16
Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
key expressions: _col14 (type: int), _col13 (type: int)
sort order: ++
Map-reduce partition columns: _col14 (type: int), _col13 (type: int)
Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: string), _col2 (type: string), _col8 (type: int), _col16 (type: int), _col21 (type: string), _col22 (type: string)
- Reducer 13
- Reduce Operator Tree:
- Join Operator
- condition map:
- Inner Join 0 to 1
- keys:
- 0 _col0 (type: int)
- 1 _col0 (type: int)
- outputColumnNames: _col1, _col2, _col3, _col4
- Statistics: Num rows: 63350266 Data size: 4908414421 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int)
- sort order: +++
- Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col3 (type: int)
- Statistics: Num rows: 63350266 Data size: 4908414421 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col4 (type: int)
+ value expressions: _col1 (type: string), _col2 (type: string), _col7 (type: int), _col11 (type: int), _col16 (type: int)
Reducer 2
Reduce Operator Tree:
Join Operator
@@ -343,22 +343,38 @@ STAGE PLANS:
keys:
0 _col1 (type: int), _col2 (type: int)
1 _col14 (type: int), _col13 (type: int)
- outputColumnNames: _col3, _col7, _col8, _col14, _col22, _col27, _col28
+ outputColumnNames: _col3, _col7, _col8, _col13, _col17, _col22
Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
+ key expressions: _col13 (type: int)
+ sort order: +
+ Map-reduce partition columns: _col13 (type: int)
+ Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col3 (type: int), _col7 (type: string), _col8 (type: string), _col17 (type: int), _col22 (type: int)
+ Reducer 4
+ Reduce Operator Tree:
+ Join Operator
+ condition map:
+ Inner Join 0 to 1
+ keys:
+ 0 _col13 (type: int)
+ 1 _col0 (type: int)
+ outputColumnNames: _col3, _col7, _col8, _col17, _col22, _col27, _col28
+ Statistics: Num rows: 1020411534 Data size: 90021001838 Basic stats: COMPLETE Column stats: NONE
Group By Operator
- aggregations: sum(_col14), sum(_col22), sum(_col3)
- keys: _col7 (type: string), _col8 (type: string), _col27 (type: string), _col28 (type: string)
+ aggregations: sum(_col17), sum(_col22), sum(_col3)
+ keys: _col27 (type: string), _col28 (type: string), _col7 (type: string), _col8 (type: string)
mode: hash
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6
- Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 1020411534 Data size: 90021001838 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string)
sort order: ++++
Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string)
- Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 1020411534 Data size: 90021001838 Basic stats: COMPLETE Column stats: NONE
TopN Hash Memory Usage: 0.1
value expressions: _col4 (type: bigint), _col5 (type: bigint), _col6 (type: bigint)
- Reducer 4
+ Reducer 5
Execution mode: vectorized
Reduce Operator Tree:
Group By Operator
@@ -366,20 +382,20 @@ STAGE PLANS:
keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: string), KEY._col3 (type: string)
mode: mergepartial
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6
- Statistics: Num rows: 463823414 Data size: 40918636268 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 510205767 Data size: 45010500919 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string)
sort order: ++++
- Statistics: Num rows: 463823414 Data size: 40918636268 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 510205767 Data size: 45010500919 Basic stats: COMPLETE Column stats: NONE
TopN Hash Memory Usage: 0.1
value expressions: _col4 (type: bigint), _col5 (type: bigint), _col6 (type: bigint)
- Reducer 5
+ Reducer 6
Execution mode: vectorized
Reduce Operator Tree:
Select Operator
expressions: KEY.reducesinkkey0 (type: string), KEY.reducesinkkey1 (type: string), KEY.reducesinkkey2 (type: string), KEY.reducesinkkey3 (type: string), VALUE._col0 (type: bigint), VALUE._col1 (type: bigint), VALUE._col2 (type: bigint)
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6
- Statistics: Num rows: 463823414 Data size: 40918636268 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 510205767 Data size: 45010500919 Basic stats: COMPLETE Column stats: NONE
Limit
Number of rows: 100
Statistics: Num rows: 100 Data size: 8800 Basic stats: COMPLETE Column stats: NONE
@@ -390,22 +406,6 @@ STAGE PLANS:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
- Reducer 8
- Reduce Operator Tree:
- Join Operator
- condition map:
- Inner Join 0 to 1
- keys:
- 0 _col0 (type: int)
- 1 _col0 (type: int)
- outputColumnNames: _col1, _col2, _col3, _col4, _col5
- Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col1 (type: int), _col2 (type: int), _col4 (type: int)
- sort order: +++
- Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col4 (type: int)
- Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col3 (type: int), _col5 (type: int)
Reducer 9
Reduce Operator Tree:
Join Operator
@@ -414,14 +414,14 @@ STAGE PLANS:
keys:
0 _col1 (type: int), _col2 (type: int), _col4 (type: int)
1 _col1 (type: int), _col2 (type: int), _col3 (type: int)
- outputColumnNames: _col1, _col3, _col5, _col10, _col11, _col13
- Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ outputColumnNames: _col0, _col1, _col3, _col5, _col6, _col7, _col8, _col10
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col1 (type: int)
+ key expressions: _col0 (type: int)
sort order: +
- Map-reduce partition columns: _col1 (type: int)
- Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col3 (type: int), _col5 (type: int), _col10 (type: int), _col11 (type: int), _col13 (type: int)
+ Map-reduce partition columns: _col0 (type: int)
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col1 (type: int), _col3 (type: int), _col5 (type: int), _col6 (type: int), _col7 (type: int), _col8 (type: int), _col10 (type: int)
Stage: Stage-0
Fetch Operator
http://git-wip-us.apache.org/repos/asf/hive/blob/0f7163fa/ql/src/test/results/clientpositive/perf/spark/query50.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query50.q.out b/ql/src/test/results/clientpositive/perf/spark/query50.q.out
index 0c4528f..33130ed 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query50.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query50.q.out
@@ -139,7 +139,7 @@ STAGE PLANS:
Statistics: Num rows: 1704 Data size: 3256276 Basic stats: COMPLETE Column stats: NONE
Spark HashTable Sink Operator
keys:
- 0 _col10 (type: int)
+ 0 _col3 (type: int)
1 _col0 (type: int)
Execution mode: vectorized
Local Work:
@@ -148,16 +148,36 @@ STAGE PLANS:
Stage: Stage-1
Spark
Edges:
- Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 36), Map 7 (PARTITION-LEVEL SORT, 36)
- Reducer 3 <- Map 8 (PARTITION-LEVEL SORT, 436), Reducer 2 (PARTITION-LEVEL SORT, 436)
- Reducer 4 <- Map 9 (PARTITION-LEVEL SORT, 438), Reducer 3 (PARTITION-LEVEL SORT, 438)
- Reducer 5 <- Reducer 4 (GROUP, 529)
+ Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 432), Map 7 (PARTITION-LEVEL SORT, 432)
+ Reducer 3 <- Map 8 (PARTITION-LEVEL SORT, 437), Reducer 2 (PARTITION-LEVEL SORT, 437)
+ Reducer 4 <- Map 9 (PARTITION-LEVEL SORT, 481), Reducer 3 (PARTITION-LEVEL SORT, 481)
+ Reducer 5 <- Reducer 4 (GROUP, 582)
Reducer 6 <- Reducer 5 (SORT, 1)
#### A masked pattern was here ####
Vertices:
Map 1
Map Operator Tree:
TableScan
+ alias: store_sales
+ filterExpr: (ss_ticket_number is not null and ss_item_sk is not null and ss_customer_sk is not null and ss_store_sk is not null and ss_sold_date_sk is not null) (type: boolean)
+ Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+ Filter Operator
+ predicate: (ss_customer_sk is not null and ss_item_sk is not null and ss_sold_date_sk is not null and ss_store_sk is not null and ss_ticket_number is not null) (type: boolean)
+ Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+ Select Operator
+ expressions: ss_sold_date_sk (type: int), ss_item_sk (type: int), ss_customer_sk (type: int), ss_store_sk (type: int), ss_ticket_number (type: int)
+ outputColumnNames: _col0, _col1, _col2, _col3, _col4
+ Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
+ key expressions: _col1 (type: int), _col2 (type: int), _col4 (type: int)
+ sort order: +++
+ Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col4 (type: int)
+ Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col0 (type: int), _col3 (type: int)
+ Execution mode: vectorized
+ Map 7
+ Map Operator Tree:
+ TableScan
alias: store_returns
filterExpr: (sr_ticket_number is not null and sr_item_sk is not null and sr_customer_sk is not null and sr_returned_date_sk is not null) (type: boolean)
Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
@@ -169,13 +189,13 @@ STAGE PLANS:
outputColumnNames: _col0, _col1, _col2, _col3
Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col0 (type: int)
- sort order: +
- Map-reduce partition columns: _col0 (type: int)
+ key expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int)
+ sort order: +++
+ Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col3 (type: int)
Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int)
+ value expressions: _col0 (type: int)
Execution mode: vectorized
- Map 7
+ Map 8
Map Operator Tree:
TableScan
alias: d2
@@ -194,26 +214,6 @@ STAGE PLANS:
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
- Map 8
- Map Operator Tree:
- TableScan
- alias: store_sales
- filterExpr: (ss_ticket_number is not null and ss_item_sk is not null and ss_customer_sk is not null and ss_store_sk is not null and ss_sold_date_sk is not null) (type: boolean)
- Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- Filter Operator
- predicate: (ss_customer_sk is not null and ss_item_sk is not null and ss_sold_date_sk is not null and ss_store_sk is not null and ss_ticket_number is not null) (type: boolean)
- Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- Select Operator
- expressions: ss_sold_date_sk (type: int), ss_item_sk (type: int), ss_customer_sk (type: int), ss_store_sk (type: int), ss_ticket_number (type: int)
- outputColumnNames: _col0, _col1, _col2, _col3, _col4
- Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col1 (type: int), _col2 (type: int), _col4 (type: int)
- sort order: +++
- Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col4 (type: int)
- Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col0 (type: int), _col3 (type: int)
- Execution mode: vectorized
Map 9
Map Operator Tree:
TableScan
@@ -239,32 +239,32 @@ STAGE PLANS:
condition map:
Inner Join 0 to 1
keys:
- 0 _col0 (type: int)
- 1 _col0 (type: int)
- outputColumnNames: _col0, _col1, _col2, _col3
- Statistics: Num rows: 63350266 Data size: 4908414421 Basic stats: COMPLETE Column stats: NONE
+ 0 _col1 (type: int), _col2 (type: int), _col4 (type: int)
+ 1 _col1 (type: int), _col2 (type: int), _col3 (type: int)
+ outputColumnNames: _col0, _col3, _col5
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int)
- sort order: +++
- Map-reduce partition columns: _col1 (type: int), _col2 (type: int), _col3 (type: int)
- Statistics: Num rows: 63350266 Data size: 4908414421 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col0 (type: int)
+ key expressions: _col5 (type: int)
+ sort order: +
+ Map-reduce partition columns: _col5 (type: int)
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col0 (type: int), _col3 (type: int)
Reducer 3
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col1 (type: int), _col2 (type: int), _col3 (type: int)
- 1 _col1 (type: int), _col2 (type: int), _col4 (type: int)
- outputColumnNames: _col0, _col7, _col10
- Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+ 0 _col5 (type: int)
+ 1 _col0 (type: int)
+ outputColumnNames: _col0, _col3, _col5
+ Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col7 (type: int)
+ key expressions: _col0 (type: int)
sort order: +
- Map-reduce partition columns: _col7 (type: int)
- Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col0 (type: int), _col10 (type: int)
+ Map-reduce partition columns: _col0 (type: int)
+ Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col3 (type: int), _col5 (type: int)
Reducer 4
Local Work:
Map Reduce Local Work
@@ -273,35 +273,35 @@ STAGE PLANS:
condition map:
Inner Join 0 to 1
keys:
- 0 _col7 (type: int)
+ 0 _col0 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col0, _col7, _col10
- Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ outputColumnNames: _col0, _col3, _col5
+ Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
Map Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col10 (type: int)
+ 0 _col3 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col0, _col7, _col14, _col15, _col16, _col17, _col18, _col19, _col20, _col21, _col22, _col23
+ outputColumnNames: _col0, _col5, _col14, _col15, _col16, _col17, _col18, _col19, _col20, _col21, _col22, _col23
input vertices:
1 Map 10
- Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
Select Operator
- expressions: _col14 (type: string), _col15 (type: int), _col16 (type: string), _col17 (type: string), _col18 (type: string), _col19 (type: string), _col20 (type: string), _col21 (type: string), _col22 (type: string), _col23 (type: string), CASE WHEN (((_col0 - _col7) <= 30)) THEN (1) ELSE (0) END (type: int), CASE WHEN ((((_col0 - _col7) > 30) and ((_col0 - _col7) <= 60))) THEN (1) ELSE (0) END (type: int), CASE WHEN ((((_col0 - _col7) > 60) and ((_col0 - _col7) <= 90))) THEN (1) ELSE (0) END (type: int), CASE WHEN ((((_col0 - _col7) > 90) and ((_col0 - _col7) <= 120))) THEN (1) ELSE (0) END (type: int), CASE WHEN (((_col0 - _col7) > 120)) THEN (1) ELSE (0) END (type: int)
+ expressions: _col14 (type: string), _col15 (type: int), _col16 (type: string), _col17 (type: string), _col18 (type: string), _col19 (type: string), _col20 (type: string), _col21 (type: string), _col22 (type: string), _col23 (type: string), CASE WHEN (((_col5 - _col0) <= 30)) THEN (1) ELSE (0) END (type: int), CASE WHEN ((((_col5 - _col0) > 30) and ((_col5 - _col0) <= 60))) THEN (1) ELSE (0) END (type: int), CASE WHEN ((((_col5 - _col0) > 60) and ((_col5 - _col0) <= 90))) THEN (1) ELSE (0) END (type: int), CASE WHEN ((((_col5 - _col0) > 90) and ((_col5 - _col0) <= 120))) THEN (1) ELSE (0) END (type: int), CASE WHEN (((_col5 - _col0) > 120)) THEN (1) ELSE (0) END (type: int)
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14
- Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
Group By Operator
aggregations: sum(_col10), sum(_col11), sum(_col12), sum(_col13), sum(_col14)
keys: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string)
mode: hash
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14
- Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
key expressions: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string)
sort order: ++++++++++
Map-reduce partition columns: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string)
- Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
TopN Hash Memory Usage: 0.1
value expressions: _col10 (type: bigint), _col11 (type: bigint), _col12 (type: bigint), _col13 (type: bigint), _col14 (type: bigint)
Reducer 5
@@ -312,11 +312,11 @@ STAGE PLANS:
keys: KEY._col0 (type: string), KEY._col1 (type: int), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: string), KEY._col5 (type: string), KEY._col6 (type: string), KEY._col7 (type: string), KEY._col8 (type: string), KEY._col9 (type: string)
mode: mergepartial
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14
- Statistics: Num rows: 383325119 Data size: 33817053293 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 421657640 Data size: 37198759433 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
key expressions: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string)
sort order: ++++++++++
- Statistics: Num rows: 383325119 Data size: 33817053293 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 421657640 Data size: 37198759433 Basic stats: COMPLETE Column stats: NONE
TopN Hash Memory Usage: 0.1
value expressions: _col10 (type: bigint), _col11 (type: bigint), _col12 (type: bigint), _col13 (type: bigint), _col14 (type: bigint)
Reducer 6
@@ -325,7 +325,7 @@ STAGE PLANS:
Select Operator
expressions: KEY.reducesinkkey0 (type: string), KEY.reducesinkkey1 (type: int), KEY.reducesinkkey2 (type: string), KEY.reducesinkkey3 (type: string), KEY.reducesinkkey4 (type: string), KEY.reducesinkkey5 (type: string), KEY.reducesinkkey6 (type: string), KEY.reducesinkkey7 (type: string), KEY.reducesinkkey8 (type: string), KEY.reducesinkkey9 (type: string), VALUE._col0 (type: bigint), VALUE._col1 (type: bigint), VALUE._col2 (type: bigint), VALUE._col3 (type: bigint), VALUE._col4 (type: bigint)
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14
- Statistics: Num rows: 383325119 Data size: 33817053293 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 421657640 Data size: 37198759433 Basic stats: COMPLETE Column stats: NONE
Limit
Number of rows: 100
Statistics: Num rows: 100 Data size: 8800 Basic stats: COMPLETE Column stats: NONE