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Posted to commits@hive.apache.org by jc...@apache.org on 2018/10/17 17:33:56 UTC
[11/12] hive git commit: HIVE-20716: Set default value for
hive.cbo.stats.correlated.multi.key.joins to true (Jesus Camacho Rodriguez,
reviewed by Ashutosh Chauhan)
http://git-wip-us.apache.org/repos/asf/hive/blob/a22e7dd9/ql/src/test/results/clientpositive/perf/spark/query17.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query17.q.out b/ql/src/test/results/clientpositive/perf/spark/query17.q.out
index de0eb29..ba78752 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query17.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query17.q.out
@@ -110,7 +110,7 @@ STAGE PLANS:
Spark
#### A masked pattern was here ####
Vertices:
- Map 15
+ Map 16
Map Operator Tree:
TableScan
alias: store
@@ -134,39 +134,58 @@ STAGE PLANS:
Stage: Stage-1
Spark
Edges:
- Reducer 10 <- Map 13 (PARTITION-LEVEL SORT, 438), Reducer 9 (PARTITION-LEVEL SORT, 438)
- 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 10 <- Map 12 (PARTITION-LEVEL SORT, 306), Map 9 (PARTITION-LEVEL SORT, 306)
+ Reducer 11 <- Reducer 10 (PARTITION-LEVEL SORT, 374), Reducer 14 (PARTITION-LEVEL SORT, 374)
+ Reducer 14 <- Map 13 (PARTITION-LEVEL SORT, 36), Map 15 (PARTITION-LEVEL SORT, 36)
+ Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 398), Map 7 (PARTITION-LEVEL SORT, 398)
+ Reducer 3 <- Map 8 (PARTITION-LEVEL SORT, 442), Reducer 2 (PARTITION-LEVEL SORT, 442)
+ Reducer 4 <- Reducer 11 (PARTITION-LEVEL SORT, 850), Reducer 3 (PARTITION-LEVEL SORT, 850)
+ Reducer 5 <- Reducer 4 (GROUP, 582)
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
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_quantity (type: int)
- 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_quantity (type: int)
+ 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: 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)
Execution mode: vectorized
Map 12
Map Operator Tree:
TableScan
+ alias: d3
+ filterExpr: ((d_quarter_name) IN ('2000Q1', '2000Q2', '2000Q3') 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_quarter_name) IN ('2000Q1', '2000Q2', '2000Q3') and d_date_sk is not null) (type: boolean)
+ Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+ Select Operator
+ expressions: d_date_sk (type: int)
+ outputColumnNames: _col0
+ Statistics: Num rows: 73049 Data size: 81741831 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: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+ Execution mode: vectorized
+ Map 13
+ Map Operator Tree:
+ TableScan
alias: store_returns
filterExpr: (sr_customer_sk is not null and sr_item_sk is not null and sr_ticket_number 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
@@ -178,51 +197,51 @@ 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)
+ 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: _col0 (type: int), _col4 (type: int)
+ value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: int)
Execution mode: vectorized
- Map 13
+ Map 15
Map Operator Tree:
TableScan
- alias: d1
- filterExpr: ((d_quarter_name = '2000Q1') and d_date_sk is not null) (type: boolean)
+ alias: d2
+ filterExpr: ((d_quarter_name) IN ('2000Q1', '2000Q2', '2000Q3') 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_quarter_name = '2000Q1') and d_date_sk is not null) (type: boolean)
- Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
+ predicate: ((d_quarter_name) IN ('2000Q1', '2000Q2', '2000Q3') and d_date_sk is not null) (type: boolean)
+ Statistics: Num rows: 73049 Data size: 81741831 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
+ Statistics: Num rows: 73049 Data size: 81741831 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: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
- Map 14
+ Map 7
Map Operator Tree:
TableScan
- alias: d2
- filterExpr: ((d_quarter_name) IN ('2000Q1', '2000Q2', '2000Q3') and d_date_sk is not null) (type: boolean)
+ alias: d1
+ filterExpr: ((d_quarter_name = '2000Q1') 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_quarter_name) IN ('2000Q1', '2000Q2', '2000Q3') and d_date_sk is not null) (type: boolean)
- Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+ predicate: ((d_quarter_name = '2000Q1') and d_date_sk is not null) (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: 73049 Data size: 81741831 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: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
- Map 16
+ Map 8
Map Operator Tree:
TableScan
alias: item
@@ -242,44 +261,25 @@ 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 7
+ Map 9
Map Operator Tree:
TableScan
- alias: d3
- filterExpr: ((d_quarter_name) IN ('2000Q1', '2000Q2', '2000Q3') 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_quarter_name) IN ('2000Q1', '2000Q2', '2000Q3') and d_date_sk is not null) (type: boolean)
- Statistics: Num rows: 73049 Data size: 81741831 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: 73049 Data size: 81741831 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_quantity (type: int)
+ 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: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
- Execution mode: vectorized
- Map 8
- 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_quantity (type: int)
- 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: _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: int)
+ 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
Reducer 10
Reduce Operator Tree:
@@ -289,47 +289,31 @@ STAGE PLANS:
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
+ outputColumnNames: _col1, _col2, _col3
+ Statistics: Num rows: 316788826 Data size: 42899570777 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)
+ 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: int)
Reducer 11
- Local Work:
- Map Reduce Local Work
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col6 (type: int)
- 1 _col0 (type: int)
- 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, _col16
- input vertices:
- 1 Map 15
- Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
- Select Operator
- expressions: _col16 (type: string), _col1 (type: int), _col5 (type: int), _col7 (type: int), _col8 (type: int), _col10 (type: int)
- outputColumnNames: _col1, _col5, _col9, _col11, _col12, _col14
- Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col12 (type: int), _col11 (type: int)
- sort order: ++
- Map-reduce partition columns: _col12 (type: int), _col11 (type: int)
- Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: string), _col5 (type: int), _col9 (type: int), _col14 (type: int)
- Reducer 2
+ 0 _col2 (type: int), _col1 (type: int)
+ 1 _col1 (type: int), _col2 (type: int)
+ outputColumnNames: _col3, _col7, _col8, _col9, _col10
+ Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
+ key expressions: _col7 (type: int), _col8 (type: int), _col9 (type: int)
+ sort order: +++
+ Map-reduce partition columns: _col7 (type: int), _col8 (type: int), _col9 (type: int)
+ Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col3 (type: int), _col10 (type: int)
+ Reducer 14
Reduce Operator Tree:
Join Operator
condition map:
@@ -337,57 +321,85 @@ STAGE PLANS:
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
+ 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: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col3 (type: int)
- Reducer 3
+ Statistics: Num rows: 63350266 Data size: 4908414421 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col3 (type: int), _col4 (type: int)
+ Reducer 2
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col1 (type: int), _col2 (type: int)
- 1 _col12 (type: int), _col11 (type: int)
- outputColumnNames: _col3, _col7, _col11, _col15, _col20
- Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
+ 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: _col11 (type: int)
+ key expressions: _col1 (type: int)
sort order: +
- Map-reduce partition columns: _col11 (type: int)
- Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col3 (type: int), _col7 (type: string), _col15 (type: int), _col20 (type: int)
- Reducer 4
+ Map-reduce partition columns: _col1 (type: int)
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col2 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: int)
+ Reducer 3
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col11 (type: int)
+ 0 _col1 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col3, _col7, _col15, _col20, _col24, _col25
- Statistics: Num rows: 1020411534 Data size: 90021001838 Basic stats: COMPLETE Column stats: NONE
- Select Operator
- expressions: _col24 (type: string), _col25 (type: string), _col7 (type: string), _col15 (type: int), _col20 (type: int), _col3 (type: int), UDFToDouble(_col15) (type: double), (UDFToDouble(_col15) * UDFToDouble(_col15)) (type: double), UDFToDouble(_col20) (type: double), (UDFToDouble(_col20) * UDFToDouble(_col20)) (type: double), UDFToDouble(_col3) (type: double), (UDFToDouble(_col3) * UDFToDouble(_col3)) (type: double)
- outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11
- Statistics: Num rows: 1020411534 Data size: 90021001838 Basic stats: COMPLETE Column stats: NONE
- Group By Operator
- aggregations: count(_col3), sum(_col3), sum(_col7), sum(_col6), count(_col4), sum(_col4), sum(_col9), sum(_col8), count(_col5), sum(_col5), sum(_col11), sum(_col10)
- keys: _col0 (type: string), _col1 (type: string), _col2 (type: string)
- mode: hash
- outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14
- 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)
- sort order: +++
- Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: string)
- Statistics: Num rows: 1020411534 Data size: 90021001838 Basic stats: COMPLETE Column stats: NONE
- TopN Hash Memory Usage: 0.1
- value expressions: _col3 (type: bigint), _col4 (type: bigint), _col5 (type: double), _col6 (type: double), _col7 (type: bigint), _col8 (type: bigint), _col9 (type: double), _col10 (type: double), _col11 (type: bigint), _col12 (type: bigint), _col13 (type: double), _col14 (type: double)
+ outputColumnNames: _col1, _col2, _col3, _col4, _col5, _col9, _col10
+ Statistics: Num rows: 696954748 Data size: 61485550191 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: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col3 (type: int), _col5 (type: int), _col9 (type: string), _col10 (type: string)
+ 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), _col2 (type: int), _col4 (type: int)
+ 1 _col7 (type: int), _col8 (type: int), _col9 (type: int)
+ outputColumnNames: _col3, _col5, _col9, _col10, _col14, _col21
+ 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, _col9, _col10, _col14, _col21, _col25
+ input vertices:
+ 1 Map 16
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
+ Select Operator
+ expressions: _col9 (type: string), _col10 (type: string), _col25 (type: string), _col5 (type: int), _col21 (type: int), _col14 (type: int), UDFToDouble(_col5) (type: double), (UDFToDouble(_col5) * UDFToDouble(_col5)) (type: double), UDFToDouble(_col21) (type: double), (UDFToDouble(_col21) * UDFToDouble(_col21)) (type: double), UDFToDouble(_col14) (type: double), (UDFToDouble(_col14) * UDFToDouble(_col14)) (type: double)
+ outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
+ Group By Operator
+ aggregations: count(_col3), sum(_col3), sum(_col7), sum(_col6), count(_col4), sum(_col4), sum(_col9), sum(_col8), count(_col5), sum(_col5), sum(_col11), sum(_col10)
+ keys: _col0 (type: string), _col1 (type: string), _col2 (type: string)
+ mode: hash
+ outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14
+ 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)
+ sort order: +++
+ Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: string)
+ Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
+ TopN Hash Memory Usage: 0.1
+ value expressions: _col3 (type: bigint), _col4 (type: bigint), _col5 (type: double), _col6 (type: double), _col7 (type: bigint), _col8 (type: bigint), _col9 (type: double), _col10 (type: double), _col11 (type: bigint), _col12 (type: bigint), _col13 (type: double), _col14 (type: double)
Reducer 5
Execution mode: vectorized
Reduce Operator Tree:
@@ -396,15 +408,15 @@ STAGE PLANS:
keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: string)
mode: mergepartial
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14
- Statistics: Num rows: 510205767 Data size: 45010500919 Basic stats: COMPLETE Column stats: NONE
+ Statistics: Num rows: 421657640 Data size: 37198759433 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: bigint), (UDFToDouble(_col4) / _col3) (type: double), power(((_col5 - ((_col6 * _col6) / _col3)) / CASE WHEN ((_col3 = 1L)) THEN (null) ELSE ((_col3 - 1)) END), 0.5) (type: double), (power(((_col5 - ((_col6 * _col6) / _col3)) / CASE WHEN ((_col3 = 1L)) THEN (null) ELSE ((_col3 - 1)) END), 0.5) / (UDFToDouble(_col4) / _col3)) (type: double), _col7 (type: bigint), (UDFToDouble(_col8) / _col7) (type: double), power(((_col9 - ((_col10 * _col10) / _col7)) / CASE WHEN ((_col7 = 1L)) THEN (null) ELSE ((_col7 - 1)) END), 0.5) (type: double), (power(((_col9 - ((_col10 * _col10) / _col7)) / CASE WHEN ((_col7 = 1L)) THEN (null) ELSE ((_col7 - 1)) END), 0.5) / (UDFToDouble(_col8) / _col7)) (type: double), _col11 (type: bigint), (UDFToDouble(_col12) / _col11) (type: double), (power(((_col13 - ((_col14 * _col14) / _col11)) / CASE WHEN ((_col11 = 1L)) THEN (null) ELSE ((_col11 - 1)) END),
0.5) / (UDFToDouble(_col12) / _col11)) (type: double)
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13
- Statistics: Num rows: 510205767 Data size: 45010500919 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: string), _col2 (type: string)
sort order: +++
- Statistics: Num rows: 510205767 Data size: 45010500919 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: _col3 (type: bigint), _col4 (type: double), _col5 (type: double), _col6 (type: double), _col7 (type: bigint), _col8 (type: double), _col9 (type: double), _col10 (type: double), _col11 (type: bigint), _col12 (type: double), _col13 (type: double)
Reducer 6
@@ -413,7 +425,7 @@ STAGE PLANS:
Select Operator
expressions: KEY.reducesinkkey0 (type: string), KEY.reducesinkkey1 (type: string), KEY.reducesinkkey2 (type: string), VALUE._col0 (type: bigint), VALUE._col1 (type: double), VALUE._col2 (type: double), VALUE._col3 (type: double), VALUE._col4 (type: bigint), VALUE._col5 (type: double), VALUE._col6 (type: double), VALUE._col7 (type: double), VALUE._col8 (type: bigint), VALUE._col9 (type: double), VALUE._col10 (type: double), VALUE._col10 (type: double)
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14
- Statistics: Num rows: 510205767 Data size: 45010500919 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
@@ -424,22 +436,6 @@ 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 9
- Reduce Operator Tree:
- Join Operator
- condition map:
- Inner Join 0 to 1
- keys:
- 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: _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: 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/a22e7dd9/ql/src/test/results/clientpositive/perf/spark/query24.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query24.q.out b/ql/src/test/results/clientpositive/perf/spark/query24.q.out
index 457d662..4e2e8e7 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query24.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query24.q.out
@@ -123,7 +123,7 @@ STAGE PLANS:
Spark
#### A masked pattern was here ####
Vertices:
- Map 20
+ Map 19
Map Operator Tree:
TableScan
alias: store
@@ -147,9 +147,9 @@ STAGE PLANS:
Stage: Stage-2
Spark
Edges:
- Reducer 13 <- Map 12 (PARTITION-LEVEL SORT, 432), Map 19 (PARTITION-LEVEL SORT, 432)
- Reducer 14 <- Map 21 (PARTITION-LEVEL SORT, 1009), Reducer 13 (PARTITION-LEVEL SORT, 1009)
- Reducer 15 <- Map 22 (PARTITION-LEVEL SORT, 534), Reducer 14 (PARTITION-LEVEL SORT, 534)
+ Reducer 13 <- Map 12 (PARTITION-LEVEL SORT, 975), Map 20 (PARTITION-LEVEL SORT, 975)
+ Reducer 14 <- Map 21 (PARTITION-LEVEL SORT, 486), Reducer 13 (PARTITION-LEVEL SORT, 486)
+ Reducer 15 <- Map 22 (PARTITION-LEVEL SORT, 564), Reducer 14 (PARTITION-LEVEL SORT, 564)
Reducer 16 <- Map 23 (PARTITION-LEVEL SORT, 899), Reducer 15 (PARTITION-LEVEL SORT, 899)
Reducer 17 <- Reducer 16 (GROUP, 640)
Reducer 18 <- Reducer 17 (GROUP, 1)
@@ -168,33 +168,26 @@ STAGE PLANS:
expressions: ss_item_sk (type: int), ss_customer_sk (type: int), ss_store_sk (type: int), ss_ticket_number (type: int), ss_sales_price (type: decimal(7,2))
outputColumnNames: _col0, _col1, _col2, _col3, _col4
Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col0 (type: int), _col3 (type: int)
- sort order: ++
- Map-reduce partition columns: _col0 (type: int), _col3 (type: int)
- Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: int), _col2 (type: int), _col4 (type: decimal(7,2))
- Execution mode: vectorized
- Map 19
- Map Operator Tree:
- TableScan
- alias: store_returns
- filterExpr: (sr_ticket_number is not null and sr_item_sk is not null) (type: boolean)
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- Filter Operator
- predicate: (sr_item_sk is not null and sr_ticket_number is not null) (type: boolean)
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- Select Operator
- expressions: sr_item_sk (type: int), sr_ticket_number (type: int)
- outputColumnNames: _col0, _col1
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col0 (type: int), _col1 (type: int)
- sort order: ++
- Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
+ Map Join Operator
+ condition map:
+ Inner Join 0 to 1
+ keys:
+ 0 _col2 (type: int)
+ 1 _col0 (type: int)
+ outputColumnNames: _col0, _col1, _col3, _col4, _col6, _col8, _col9
+ input vertices:
+ 1 Map 19
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
+ key expressions: _col1 (type: int)
+ sort order: +
+ Map-reduce partition columns: _col1 (type: int)
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col0 (type: int), _col3 (type: int), _col4 (type: decimal(7,2)), _col6 (type: string), _col8 (type: string), _col9 (type: string)
Execution mode: vectorized
- Map 21
+ Local Work:
+ Map Reduce Local Work
+ Map 20
Map Operator Tree:
TableScan
alias: customer
@@ -214,7 +207,7 @@ STAGE PLANS:
Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: string), _col2 (type: string), _col3 (type: string)
Execution mode: vectorized
- Map 22
+ Map 21
Map Operator Tree:
TableScan
alias: item
@@ -234,6 +227,25 @@ STAGE PLANS:
Statistics: Num rows: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: decimal(7,2)), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: int)
Execution mode: vectorized
+ Map 22
+ Map Operator Tree:
+ TableScan
+ alias: store_returns
+ filterExpr: (sr_ticket_number is not null and sr_item_sk is not null) (type: boolean)
+ Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
+ Filter Operator
+ predicate: (sr_item_sk is not null and sr_ticket_number is not null) (type: boolean)
+ Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
+ Select Operator
+ expressions: sr_item_sk (type: int), sr_ticket_number (type: int)
+ outputColumnNames: _col0, _col1
+ Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
+ key expressions: _col0 (type: int), _col1 (type: int)
+ sort order: ++
+ Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
+ Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
+ Execution mode: vectorized
Map 23
Map Operator Tree:
TableScan
@@ -255,85 +267,73 @@ STAGE PLANS:
value expressions: _col0 (type: string)
Execution mode: vectorized
Reducer 13
- Local Work:
- Map Reduce Local Work
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col0 (type: int), _col3 (type: int)
- 1 _col0 (type: int), _col1 (type: int)
- outputColumnNames: _col0, _col1, _col2, _col4
- Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
- Map Join Operator
- condition map:
- Inner Join 0 to 1
- keys:
- 0 _col2 (type: int)
- 1 _col0 (type: int)
- outputColumnNames: _col0, _col1, _col4, _col8, _col10, _col11
- input vertices:
- 1 Map 20
+ 0 _col1 (type: int)
+ 1 _col0 (type: int)
+ outputColumnNames: _col0, _col3, _col4, _col6, _col8, _col9, _col11, _col12, _col13
+ Statistics: Num rows: 696954748 Data size: 61485550191 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: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col1 (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: _col0 (type: int), _col4 (type: decimal(7,2)), _col8 (type: string), _col10 (type: string), _col11 (type: string)
+ value expressions: _col3 (type: int), _col4 (type: decimal(7,2)), _col6 (type: string), _col8 (type: string), _col9 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: string)
Reducer 14
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col1 (type: int)
+ 0 _col0 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col0, _col4, _col8, _col10, _col11, _col13, _col14, _col15
+ outputColumnNames: _col0, _col3, _col4, _col6, _col8, _col9, _col11, _col12, _col13, _col15, _col16, _col17, _col18, _col19
Statistics: Num rows: 766650239 Data size: 67634106676 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: _col0 (type: int), _col3 (type: int)
+ sort order: ++
+ Map-reduce partition columns: _col0 (type: int), _col3 (type: int)
Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col4 (type: decimal(7,2)), _col8 (type: string), _col10 (type: string), _col11 (type: string), _col13 (type: string), _col14 (type: string), _col15 (type: string)
+ value expressions: _col4 (type: decimal(7,2)), _col6 (type: string), _col8 (type: string), _col9 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: string), _col15 (type: decimal(7,2)), _col16 (type: string), _col17 (type: string), _col18 (type: string), _col19 (type: int)
Reducer 15
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col0 (type: int)
- 1 _col0 (type: int)
- outputColumnNames: _col4, _col8, _col10, _col11, _col13, _col14, _col15, _col17, _col18, _col19, _col20, _col21
+ 0 _col0 (type: int), _col3 (type: int)
+ 1 _col0 (type: int), _col1 (type: int)
+ outputColumnNames: _col4, _col6, _col8, _col9, _col11, _col12, _col13, _col15, _col16, _col17, _col18, _col19
Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col11 (type: string), _col15 (type: string)
+ key expressions: _col9 (type: string), _col13 (type: string)
sort order: ++
- Map-reduce partition columns: _col11 (type: string), _col15 (type: string)
+ Map-reduce partition columns: _col9 (type: string), _col13 (type: string)
Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col4 (type: decimal(7,2)), _col8 (type: string), _col10 (type: string), _col13 (type: string), _col14 (type: string), _col17 (type: decimal(7,2)), _col18 (type: string), _col19 (type: string), _col20 (type: string), _col21 (type: int)
+ value expressions: _col4 (type: decimal(7,2)), _col6 (type: string), _col8 (type: string), _col11 (type: string), _col12 (type: string), _col15 (type: decimal(7,2)), _col16 (type: string), _col17 (type: string), _col18 (type: string), _col19 (type: int)
Reducer 16
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col11 (type: string), _col15 (type: string)
+ 0 _col9 (type: string), _col13 (type: string)
1 _col1 (type: string), upper(_col2) (type: string)
- outputColumnNames: _col4, _col8, _col10, _col13, _col14, _col17, _col18, _col19, _col20, _col21, _col22
+ outputColumnNames: _col4, _col6, _col8, _col11, _col12, _col15, _col16, _col17, _col18, _col19, _col22
Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
Group By Operator
aggregations: sum(_col4)
- keys: _col22 (type: string), _col17 (type: decimal(7,2)), _col18 (type: string), _col19 (type: string), _col20 (type: string), _col21 (type: int), _col13 (type: string), _col14 (type: string), _col8 (type: string), _col10 (type: string)
+ keys: _col11 (type: string), _col12 (type: string), _col6 (type: string), _col8 (type: string), _col15 (type: decimal(7,2)), _col16 (type: string), _col17 (type: string), _col18 (type: string), _col19 (type: int), _col22 (type: string)
mode: hash
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10
Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col0 (type: string), _col1 (type: decimal(7,2)), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: int), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string)
+ key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: decimal(7,2)), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: int), _col9 (type: string)
sort order: ++++++++++
- Map-reduce partition columns: _col0 (type: string), _col1 (type: decimal(7,2)), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: int), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string)
+ Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: decimal(7,2)), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: int), _col9 (type: string)
Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
value expressions: _col10 (type: decimal(17,2))
Reducer 17
@@ -341,7 +341,7 @@ STAGE PLANS:
Reduce Operator Tree:
Group By Operator
aggregations: sum(VALUE._col0)
- keys: KEY._col0 (type: string), KEY._col1 (type: decimal(7,2)), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: string), KEY._col5 (type: int), KEY._col6 (type: string), KEY._col7 (type: string), KEY._col8 (type: string), KEY._col9 (type: string)
+ keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: decimal(7,2)), KEY._col5 (type: string), KEY._col6 (type: string), KEY._col7 (type: string), KEY._col8 (type: int), KEY._col9 (type: string)
mode: mergepartial
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10
Statistics: Num rows: 463823414 Data size: 40918636268 Basic stats: COMPLETE Column stats: NONE
@@ -381,7 +381,7 @@ STAGE PLANS:
Spark
#### A masked pattern was here ####
Vertices:
- Map 9
+ Map 8
Map Operator Tree:
TableScan
alias: store
@@ -405,9 +405,9 @@ STAGE PLANS:
Stage: Stage-1
Spark
Edges:
- Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 432), Map 7 (PARTITION-LEVEL SORT, 432)
- Reducer 3 <- Map 8 (PARTITION-LEVEL SORT, 440), Reducer 2 (PARTITION-LEVEL SORT, 440)
- Reducer 4 <- Map 10 (PARTITION-LEVEL SORT, 1009), Reducer 3 (PARTITION-LEVEL SORT, 1009)
+ Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 400), Map 7 (PARTITION-LEVEL SORT, 400)
+ Reducer 3 <- Map 9 (PARTITION-LEVEL SORT, 1009), Reducer 2 (PARTITION-LEVEL SORT, 1009)
+ Reducer 4 <- Map 10 (PARTITION-LEVEL SORT, 564), Reducer 3 (PARTITION-LEVEL SORT, 564)
Reducer 5 <- Map 11 (PARTITION-LEVEL SORT, 899), Reducer 4 (PARTITION-LEVEL SORT, 899)
Reducer 6 <- Reducer 5 (GROUP PARTITION-LEVEL SORT, 640)
#### A masked pattern was here ####
@@ -426,31 +426,30 @@ STAGE PLANS:
outputColumnNames: _col0, _col1, _col2, _col3, _col4
Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col0 (type: int), _col3 (type: int)
- sort order: ++
- Map-reduce partition columns: _col0 (type: int), _col3 (type: int)
+ 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), _col4 (type: decimal(7,2))
+ value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: decimal(7,2))
Execution mode: vectorized
Map 10
Map Operator Tree:
TableScan
- alias: customer
- filterExpr: (c_customer_sk is not null and c_birth_country is not null) (type: boolean)
- Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+ alias: store_returns
+ filterExpr: (sr_ticket_number is not null and sr_item_sk is not null) (type: boolean)
+ Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
Filter Operator
- predicate: (c_birth_country is not null and c_customer_sk is not null) (type: boolean)
- Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+ predicate: (sr_item_sk is not null and sr_ticket_number is not null) (type: boolean)
+ Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
Select Operator
- expressions: c_customer_sk (type: int), c_first_name (type: string), c_last_name (type: string), c_birth_country (type: string)
- outputColumnNames: _col0, _col1, _col2, _col3
- Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+ expressions: sr_item_sk (type: int), sr_ticket_number (type: int)
+ outputColumnNames: _col0, _col1
+ 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)
- Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: string), _col2 (type: string), _col3 (type: string)
+ key expressions: _col0 (type: int), _col1 (type: int)
+ sort order: ++
+ Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
+ Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
Execution mode: vectorized
Map 11
Map Operator Tree:
@@ -475,25 +474,6 @@ STAGE PLANS:
Map 7
Map Operator Tree:
TableScan
- alias: store_returns
- filterExpr: (sr_ticket_number is not null and sr_item_sk is not null) (type: boolean)
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- Filter Operator
- predicate: (sr_item_sk is not null and sr_ticket_number is not null) (type: boolean)
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- Select Operator
- expressions: sr_item_sk (type: int), sr_ticket_number (type: int)
- outputColumnNames: _col0, _col1
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- Reduce Output Operator
- key expressions: _col0 (type: int), _col1 (type: int)
- sort order: ++
- Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
- Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE
- Execution mode: vectorized
- Map 8
- Map Operator Tree:
- TableScan
alias: item
filterExpr: ((i_color = 'orchid') and i_item_sk is not null) (type: boolean)
Statistics: Num rows: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE
@@ -511,23 +491,27 @@ STAGE PLANS:
Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: decimal(7,2)), _col2 (type: string), _col4 (type: string), _col5 (type: int)
Execution mode: vectorized
+ Map 9
+ Map Operator Tree:
+ TableScan
+ alias: customer
+ filterExpr: (c_customer_sk is not null and c_birth_country is not null) (type: boolean)
+ Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+ Filter Operator
+ predicate: (c_birth_country is not null and c_customer_sk is not null) (type: boolean)
+ Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+ Select Operator
+ expressions: c_customer_sk (type: int), c_first_name (type: string), c_last_name (type: string), c_birth_country (type: string)
+ outputColumnNames: _col0, _col1, _col2, _col3
+ Statistics: Num rows: 80000000 Data size: 68801615852 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: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col1 (type: string), _col2 (type: string), _col3 (type: string)
+ Execution mode: vectorized
Reducer 2
- Reduce Operator Tree:
- Join Operator
- condition map:
- Inner Join 0 to 1
- keys:
- 0 _col0 (type: int), _col3 (type: int)
- 1 _col0 (type: int), _col1 (type: int)
- outputColumnNames: _col0, _col1, _col2, _col4
- Statistics: Num rows: 633595212 Data size: 55895953508 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: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col1 (type: int), _col2 (type: int), _col4 (type: decimal(7,2))
- Reducer 3
Local Work:
Map Reduce Local Work
Reduce Operator Tree:
@@ -537,25 +521,25 @@ STAGE PLANS:
keys:
0 _col0 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col1, _col2, _col4, _col8, _col9, _col11, _col12
- Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col6, _col7, _col9, _col10
+ Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
Map Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col2 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col1, _col4, _col8, _col9, _col11, _col12, _col14, _col16, _col17
+ outputColumnNames: _col0, _col1, _col3, _col4, _col6, _col7, _col9, _col10, _col12, _col14, _col15
input vertices:
- 1 Map 9
- Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+ 1 Map 8
+ Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
key expressions: _col1 (type: int)
sort order: +
Map-reduce partition columns: _col1 (type: int)
- Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col4 (type: decimal(7,2)), _col8 (type: decimal(7,2)), _col9 (type: string), _col11 (type: string), _col12 (type: int), _col14 (type: string), _col16 (type: string), _col17 (type: string)
- Reducer 4
+ Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col0 (type: int), _col3 (type: int), _col4 (type: decimal(7,2)), _col6 (type: decimal(7,2)), _col7 (type: string), _col9 (type: string), _col10 (type: int), _col12 (type: string), _col14 (type: string), _col15 (type: string)
+ Reducer 3
Reduce Operator Tree:
Join Operator
condition map:
@@ -563,27 +547,43 @@ STAGE PLANS:
keys:
0 _col1 (type: int)
1 _col0 (type: int)
- outputColumnNames: _col4, _col8, _col9, _col11, _col12, _col14, _col16, _col17, _col19, _col20, _col21
+ outputColumnNames: _col0, _col3, _col4, _col6, _col7, _col9, _col10, _col12, _col14, _col15, _col17, _col18, _col19
+ Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+ Reduce Output Operator
+ key expressions: _col0 (type: int), _col3 (type: int)
+ sort order: ++
+ Map-reduce partition columns: _col0 (type: int), _col3 (type: int)
+ Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+ value expressions: _col4 (type: decimal(7,2)), _col6 (type: decimal(7,2)), _col7 (type: string), _col9 (type: string), _col10 (type: int), _col12 (type: string), _col14 (type: string), _col15 (type: string), _col17 (type: string), _col18 (type: string), _col19 (type: string)
+ Reducer 4
+ Reduce Operator Tree:
+ Join Operator
+ condition map:
+ Inner Join 0 to 1
+ keys:
+ 0 _col0 (type: int), _col3 (type: int)
+ 1 _col0 (type: int), _col1 (type: int)
+ outputColumnNames: _col4, _col6, _col7, _col9, _col10, _col12, _col14, _col15, _col17, _col18, _col19
Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
Reduce Output Operator
- key expressions: _col17 (type: string), _col21 (type: string)
+ key expressions: _col15 (type: string), _col19 (type: string)
sort order: ++
- Map-reduce partition columns: _col17 (type: string), _col21 (type: string)
+ Map-reduce partition columns: _col15 (type: string), _col19 (type: string)
Statistics: Num rows: 843315281 Data size: 74397518956 Basic stats: COMPLETE Column stats: NONE
- value expressions: _col4 (type: decimal(7,2)), _col8 (type: decimal(7,2)), _col9 (type: string), _col11 (type: string), _col12 (type: int), _col14 (type: string), _col16 (type: string), _col19 (type: string), _col20 (type: string)
+ value expressions: _col4 (type: decimal(7,2)), _col6 (type: decimal(7,2)), _col7 (type: string), _col9 (type: string), _col10 (type: int), _col12 (type: string), _col14 (type: string), _col17 (type: string), _col18 (type: string)
Reducer 5
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
- 0 _col17 (type: string), _col21 (type: string)
+ 0 _col15 (type: string), _col19 (type: string)
1 _col1 (type: string), upper(_col2) (type: string)
- outputColumnNames: _col4, _col8, _col9, _col11, _col12, _col14, _col16, _col19, _col20, _col22
+ outputColumnNames: _col4, _col6, _col7, _col9, _col10, _col12, _col14, _col17, _col18, _col22
Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE
Group By Operator
aggregations: sum(_col4)
- keys: _col19 (type: string), _col20 (type: string), _col14 (type: string), _col22 (type: string), _col8 (type: decimal(7,2)), _col9 (type: string), _col11 (type: string), _col12 (type: int), _col16 (type: string)
+ keys: _col17 (type: string), _col18 (type: string), _col12 (type: string), _col22 (type: string), _col6 (type: decimal(7,2)), _col7 (type: string), _col9 (type: string), _col10 (type: int), _col14 (type: string)
mode: hash
outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9
Statistics: Num rows: 927646829 Data size: 81837272625 Basic stats: COMPLETE Column stats: NONE