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Posted to issues@hive.apache.org by "asko (JIRA)" <ji...@apache.org> on 2015/02/28 06:58:04 UTC
[jira] [Updated] (HIVE-9821) Having the consistent physical
execution plan , which using explain command with disable CBO and enable
CBO.
[ https://issues.apache.org/jira/browse/HIVE-9821?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
asko updated HIVE-9821:
-----------------------
Description:
"bq." Test case is( JOIN sub tree had been flatten after CBO in final plan stage of calcite optimizer) :
{quote}
--set hive.cbo.enable=true;
--ANALYZE TABLE customer COMPUTE STATISTICS for columns;
--ANALYZE TABLE orders COMPUTE STATISTICS for columns;
--ANALYZE TABLE lineitem COMPUTE STATISTICS for columns;
--ANALYZE TABLE region COMPUTE STATISTICS for columns;
--ANALYZE TABLE supplier COMPUTE STATISTICS for columns;
--ANALYZE TABLE partsupp COMPUTE STATISTICS for columns;
--ANALYZE TABLE part COMPUTE STATISTICS for columns;
--ANALYZE TABLE nation COMPUTE STATISTICS for columns;
explain select
o_year, sum(case when nation = 'BRAZIL' then volume else 0.0 end) / sum(volume) as mkt_share
from
(
select
year(o_orderdate) as o_year, l_extendedprice * (1-l_discount) as volume,
n2.n_name as nation
from
nation n1 join region r
on n1.n_regionkey = r.r_regionkey and r.r_name = 'AMERICA'
join customer c
on c.c_nationkey = n1.n_nationkey
join orders o
on c.c_custkey = o.o_custkey
join lineitem l
on l.l_orderkey = o.o_orderkey and o.o_orderdate >= '1995-01-01'
and o.o_orderdate < '1996-12-31'
join part p
on p.p_partkey = l.l_partkey and p.p_type = 'ECONOMY ANODIZED STEEL'
join supplier s
on s.s_suppkey = l.l_suppkey
join nation n2
on s.s_nationkey = n2.n_nationkey
) all_nation
group by o_year
order by o_year;
{quote}
bq. This test from had modified q8 in TPC-H_full . Uncomment could enable CBO. twice run results are same :
{quote}
STAGE DEPENDENCIES:
Stage-1 is a root stage
Stage-2 depends on stages: Stage-1, Stage-7
Stage-3 depends on stages: Stage-2, Stage-10
Stage-4 depends on stages: Stage-3
Stage-5 depends on stages: Stage-4
Stage-7 is a root stage
Stage-9 is a root stage
Stage-10 depends on stages: Stage-9, Stage-12
Stage-12 is a root stage
Stage-0 depends on stages: Stage-5
STAGE PLANS:
Stage: Stage-1
Map Reduce
Map Operator Tree:
TableScan
alias: l
Statistics: Num rows: 27137974 Data size: 759863296 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: ((l_partkey is not null and l_suppkey is not null) and l_orderkey is not null) (type: boolean)
Statistics: Num rows: 3392247 Data size: 94982919 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: l_orderkey (type: int), l_partkey (type: int), l_suppkey (type: int), l_extendedprice (type: double), l_discount (type: double)
outputColumnNames: _col0, _col1, _col2, _col3, _col4
Statistics: Num rows: 3392247 Data size: 94982919 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: 3392247 Data size: 94982919 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int), _col2 (type: int), _col3 (type: double), _col4 (type: double)
TableScan
alias: p
Statistics: Num rows: 928322 Data size: 24136384 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: ((p_type = 'ECONOMY ANODIZED STEEL') and p_partkey is not null) (type: boolean)
Statistics: Num rows: 232081 Data size: 6034109 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: p_partkey (type: int)
outputColumnNames: _col0
Statistics: Num rows: 232081 Data size: 6034109 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: 232081 Data size: 6034109 Basic stats: COMPLETE Column stats: NONE
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col1 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col2, _col3, _col4
Statistics: Num rows: 3731471 Data size: 104481213 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-2
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col2 (type: int)
sort order: +
Map-reduce partition columns: _col2 (type: int)
Statistics: Num rows: 3731471 Data size: 104481213 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int), _col3 (type: double), _col4 (type: double)
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 48474 Data size: 387799 Basic stats: COMPLETE Column stats: NONE
value expressions: _col3 (type: string)
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col2 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col3, _col4, _col10
Statistics: Num rows: 4104618 Data size: 114929336 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-3
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 4104618 Data size: 114929336 Basic stats: COMPLETE Column stats: NONE
value expressions: _col3 (type: double), _col4 (type: double), _col10 (type: string)
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 920636 Data size: 7365096 Basic stats: COMPLETE Column stats: NONE
value expressions: _col2 (type: string)
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col0 (type: int)
1 _col0 (type: int)
outputColumnNames: _col3, _col4, _col10, _col13
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: year(_col13) (type: int), (_col3 * (1.0 - _col4)) (type: double), _col10 (type: string)
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: _col0 (type: int), CASE WHEN ((_col2 = 'BRAZIL')) THEN (_col1) ELSE (0.0) END (type: double), _col1 (type: double)
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
Group By Operator
aggregations: sum(_col1), sum(_col2)
keys: _col0 (type: int)
mode: hash
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-4
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: double), _col2 (type: double)
Reduce Operator Tree:
Group By Operator
aggregations: sum(VALUE._col0), sum(VALUE._col1)
keys: KEY._col0 (type: int)
mode: mergepartial
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: _col0 (type: int), (_col1 / _col2) (type: double)
outputColumnNames: _col0, _col1
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-5
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: double)
Reduce Operator Tree:
Select Operator
expressions: KEY.reducesinkkey0 (type: int), VALUE._col0 (type: double)
outputColumnNames: _col0, _col1
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
table:
input format: org.apache.hadoop.mapred.TextInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
Stage: Stage-7
Map Reduce
Map Operator Tree:
TableScan
alias: s
Statistics: Num rows: 176269 Data size: 1410156 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: (s_nationkey is not null and s_suppkey is not null) (type: boolean)
Statistics: Num rows: 44068 Data size: 352545 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: s_suppkey (type: int), s_nationkey (type: int)
outputColumnNames: _col0, _col1
Statistics: Num rows: 44068 Data size: 352545 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: 44068 Data size: 352545 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int)
TableScan
alias: n1
Statistics: Num rows: 173 Data size: 18037 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: n_nationkey is not null (type: boolean)
Statistics: Num rows: 87 Data size: 9070 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: n_nationkey (type: int), n_name (type: string)
outputColumnNames: _col0, _col1
Statistics: Num rows: 87 Data size: 9070 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: 87 Data size: 9070 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: string)
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col1 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col3
Statistics: Num rows: 48474 Data size: 387799 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-9
Map Reduce
Map Operator Tree:
TableScan
alias: o
Statistics: Num rows: 1592161 Data size: 171953408 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: ((((o_orderdate >= '1995-01-01') and (o_orderdate < '1996-12-31')) and o_custkey is not null) and o_orderkey is not null) (type: boolean)
Statistics: Num rows: 44227 Data size: 4776516 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: o_orderkey (type: int), o_custkey (type: int), o_orderdate (type: string)
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 44227 Data size: 4776516 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: 44227 Data size: 4776516 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int), _col2 (type: string)
TableScan
alias: c
Statistics: Num rows: 3043428 Data size: 24347428 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: (c_custkey is not null and c_nationkey is not null) (type: boolean)
Statistics: Num rows: 760857 Data size: 6086857 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: c_custkey (type: int), c_nationkey (type: int)
outputColumnNames: _col0, _col1
Statistics: Num rows: 760857 Data size: 6086857 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: 760857 Data size: 6086857 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: int)
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col1 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col2, _col4
Statistics: Num rows: 836942 Data size: 6695542 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-10
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col4 (type: int)
sort order: +
Map-reduce partition columns: _col4 (type: int)
Statistics: Num rows: 836942 Data size: 6695542 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int), _col2 (type: string)
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 620 Data size: 4964 Basic stats: COMPLETE Column stats: NONE
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col4 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col2
Statistics: Num rows: 920636 Data size: 7365096 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-12
Map Reduce
Map Operator Tree:
TableScan
alias: n1
Statistics: Num rows: 2254 Data size: 18037 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: (n_regionkey is not null and n_nationkey is not null) (type: boolean)
Statistics: Num rows: 564 Data size: 4513 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: n_nationkey (type: int), n_regionkey (type: int)
outputColumnNames: _col0, _col1
Statistics: Num rows: 564 Data size: 4513 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: 564 Data size: 4513 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int)
TableScan
alias: r
Statistics: Num rows: 63 Data size: 695 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: ((r_name = 'AMERICA') and r_regionkey is not null) (type: boolean)
Statistics: Num rows: 16 Data size: 176 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: r_regionkey (type: int)
outputColumnNames: _col0
Statistics: Num rows: 16 Data size: 176 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: 16 Data size: 176 Basic stats: COMPLETE Column stats: NONE
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col1 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0
Statistics: Num rows: 620 Data size: 4964 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-0
Fetch Operator
limit: -1
Processor Tree:
ListSink
{quote}
"bq." Is CBO invalid?
was:
bq. Test case is( JOIN sub tree had been flatten after CBO in final plan stage of calcite optimizer) :
{quote}
--set hive.cbo.enable=true;
--ANALYZE TABLE customer COMPUTE STATISTICS for columns;
--ANALYZE TABLE orders COMPUTE STATISTICS for columns;
--ANALYZE TABLE lineitem COMPUTE STATISTICS for columns;
--ANALYZE TABLE region COMPUTE STATISTICS for columns;
--ANALYZE TABLE supplier COMPUTE STATISTICS for columns;
--ANALYZE TABLE partsupp COMPUTE STATISTICS for columns;
--ANALYZE TABLE part COMPUTE STATISTICS for columns;
--ANALYZE TABLE nation COMPUTE STATISTICS for columns;
explain select
o_year, sum(case when nation = 'BRAZIL' then volume else 0.0 end) / sum(volume) as mkt_share
from
(
select
year(o_orderdate) as o_year, l_extendedprice * (1-l_discount) as volume,
n2.n_name as nation
from
nation n1 join region r
on n1.n_regionkey = r.r_regionkey and r.r_name = 'AMERICA'
join customer c
on c.c_nationkey = n1.n_nationkey
join orders o
on c.c_custkey = o.o_custkey
join lineitem l
on l.l_orderkey = o.o_orderkey and o.o_orderdate >= '1995-01-01'
and o.o_orderdate < '1996-12-31'
join part p
on p.p_partkey = l.l_partkey and p.p_type = 'ECONOMY ANODIZED STEEL'
join supplier s
on s.s_suppkey = l.l_suppkey
join nation n2
on s.s_nationkey = n2.n_nationkey
) all_nation
group by o_year
order by o_year;
{quote}
bq. This test from had modified q8 in TPC-H_full . Uncomment could enable CBO. twice run results are same :
{quote}
STAGE DEPENDENCIES:
Stage-1 is a root stage
Stage-2 depends on stages: Stage-1, Stage-7
Stage-3 depends on stages: Stage-2, Stage-10
Stage-4 depends on stages: Stage-3
Stage-5 depends on stages: Stage-4
Stage-7 is a root stage
Stage-9 is a root stage
Stage-10 depends on stages: Stage-9, Stage-12
Stage-12 is a root stage
Stage-0 depends on stages: Stage-5
STAGE PLANS:
Stage: Stage-1
Map Reduce
Map Operator Tree:
TableScan
alias: l
Statistics: Num rows: 27137974 Data size: 759863296 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: ((l_partkey is not null and l_suppkey is not null) and l_orderkey is not null) (type: boolean)
Statistics: Num rows: 3392247 Data size: 94982919 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: l_orderkey (type: int), l_partkey (type: int), l_suppkey (type: int), l_extendedprice (type: double), l_discount (type: double)
outputColumnNames: _col0, _col1, _col2, _col3, _col4
Statistics: Num rows: 3392247 Data size: 94982919 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: 3392247 Data size: 94982919 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int), _col2 (type: int), _col3 (type: double), _col4 (type: double)
TableScan
alias: p
Statistics: Num rows: 928322 Data size: 24136384 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: ((p_type = 'ECONOMY ANODIZED STEEL') and p_partkey is not null) (type: boolean)
Statistics: Num rows: 232081 Data size: 6034109 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: p_partkey (type: int)
outputColumnNames: _col0
Statistics: Num rows: 232081 Data size: 6034109 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: 232081 Data size: 6034109 Basic stats: COMPLETE Column stats: NONE
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col1 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col2, _col3, _col4
Statistics: Num rows: 3731471 Data size: 104481213 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-2
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col2 (type: int)
sort order: +
Map-reduce partition columns: _col2 (type: int)
Statistics: Num rows: 3731471 Data size: 104481213 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int), _col3 (type: double), _col4 (type: double)
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 48474 Data size: 387799 Basic stats: COMPLETE Column stats: NONE
value expressions: _col3 (type: string)
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col2 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col3, _col4, _col10
Statistics: Num rows: 4104618 Data size: 114929336 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-3
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 4104618 Data size: 114929336 Basic stats: COMPLETE Column stats: NONE
value expressions: _col3 (type: double), _col4 (type: double), _col10 (type: string)
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 920636 Data size: 7365096 Basic stats: COMPLETE Column stats: NONE
value expressions: _col2 (type: string)
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col0 (type: int)
1 _col0 (type: int)
outputColumnNames: _col3, _col4, _col10, _col13
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: year(_col13) (type: int), (_col3 * (1.0 - _col4)) (type: double), _col10 (type: string)
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: _col0 (type: int), CASE WHEN ((_col2 = 'BRAZIL')) THEN (_col1) ELSE (0.0) END (type: double), _col1 (type: double)
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
Group By Operator
aggregations: sum(_col1), sum(_col2)
keys: _col0 (type: int)
mode: hash
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-4
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: double), _col2 (type: double)
Reduce Operator Tree:
Group By Operator
aggregations: sum(VALUE._col0), sum(VALUE._col1)
keys: KEY._col0 (type: int)
mode: mergepartial
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: _col0 (type: int), (_col1 / _col2) (type: double)
outputColumnNames: _col0, _col1
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-5
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: double)
Reduce Operator Tree:
Select Operator
expressions: KEY.reducesinkkey0 (type: int), VALUE._col0 (type: double)
outputColumnNames: _col0, _col1
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
table:
input format: org.apache.hadoop.mapred.TextInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
Stage: Stage-7
Map Reduce
Map Operator Tree:
TableScan
alias: s
Statistics: Num rows: 176269 Data size: 1410156 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: (s_nationkey is not null and s_suppkey is not null) (type: boolean)
Statistics: Num rows: 44068 Data size: 352545 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: s_suppkey (type: int), s_nationkey (type: int)
outputColumnNames: _col0, _col1
Statistics: Num rows: 44068 Data size: 352545 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: 44068 Data size: 352545 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int)
TableScan
alias: n1
Statistics: Num rows: 173 Data size: 18037 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: n_nationkey is not null (type: boolean)
Statistics: Num rows: 87 Data size: 9070 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: n_nationkey (type: int), n_name (type: string)
outputColumnNames: _col0, _col1
Statistics: Num rows: 87 Data size: 9070 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: 87 Data size: 9070 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: string)
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col1 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col3
Statistics: Num rows: 48474 Data size: 387799 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-9
Map Reduce
Map Operator Tree:
TableScan
alias: o
Statistics: Num rows: 1592161 Data size: 171953408 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: ((((o_orderdate >= '1995-01-01') and (o_orderdate < '1996-12-31')) and o_custkey is not null) and o_orderkey is not null) (type: boolean)
Statistics: Num rows: 44227 Data size: 4776516 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: o_orderkey (type: int), o_custkey (type: int), o_orderdate (type: string)
outputColumnNames: _col0, _col1, _col2
Statistics: Num rows: 44227 Data size: 4776516 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: 44227 Data size: 4776516 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int), _col2 (type: string)
TableScan
alias: c
Statistics: Num rows: 3043428 Data size: 24347428 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: (c_custkey is not null and c_nationkey is not null) (type: boolean)
Statistics: Num rows: 760857 Data size: 6086857 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: c_custkey (type: int), c_nationkey (type: int)
outputColumnNames: _col0, _col1
Statistics: Num rows: 760857 Data size: 6086857 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: 760857 Data size: 6086857 Basic stats: COMPLETE Column stats: NONE
value expressions: _col1 (type: int)
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col1 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col2, _col4
Statistics: Num rows: 836942 Data size: 6695542 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-10
Map Reduce
Map Operator Tree:
TableScan
Reduce Output Operator
key expressions: _col4 (type: int)
sort order: +
Map-reduce partition columns: _col4 (type: int)
Statistics: Num rows: 836942 Data size: 6695542 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int), _col2 (type: string)
TableScan
Reduce Output Operator
key expressions: _col0 (type: int)
sort order: +
Map-reduce partition columns: _col0 (type: int)
Statistics: Num rows: 620 Data size: 4964 Basic stats: COMPLETE Column stats: NONE
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col4 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0, _col2
Statistics: Num rows: 920636 Data size: 7365096 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-12
Map Reduce
Map Operator Tree:
TableScan
alias: n1
Statistics: Num rows: 2254 Data size: 18037 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: (n_regionkey is not null and n_nationkey is not null) (type: boolean)
Statistics: Num rows: 564 Data size: 4513 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: n_nationkey (type: int), n_regionkey (type: int)
outputColumnNames: _col0, _col1
Statistics: Num rows: 564 Data size: 4513 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: 564 Data size: 4513 Basic stats: COMPLETE Column stats: NONE
value expressions: _col0 (type: int)
TableScan
alias: r
Statistics: Num rows: 63 Data size: 695 Basic stats: COMPLETE Column stats: NONE
Filter Operator
predicate: ((r_name = 'AMERICA') and r_regionkey is not null) (type: boolean)
Statistics: Num rows: 16 Data size: 176 Basic stats: COMPLETE Column stats: NONE
Select Operator
expressions: r_regionkey (type: int)
outputColumnNames: _col0
Statistics: Num rows: 16 Data size: 176 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: 16 Data size: 176 Basic stats: COMPLETE Column stats: NONE
Reduce Operator Tree:
Join Operator
condition map:
Inner Join 0 to 1
keys:
0 _col1 (type: int)
1 _col0 (type: int)
outputColumnNames: _col0
Statistics: Num rows: 620 Data size: 4964 Basic stats: COMPLETE Column stats: NONE
File Output Operator
compressed: false
table:
input format: org.apache.hadoop.mapred.SequenceFileInputFormat
output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
Stage: Stage-0
Fetch Operator
limit: -1
Processor Tree:
ListSink
{quote}
bq. Is CBO invalid?
> Having the consistent physical execution plan , which using explain command with disable CBO and enable CBO.
> --------------------------------------------------------------------------------------------------------------
>
> Key: HIVE-9821
> URL: https://issues.apache.org/jira/browse/HIVE-9821
> Project: Hive
> Issue Type: Bug
> Components: CBO
> Affects Versions: 0.14.0
> Reporter: asko
> Priority: Critical
>
> "bq." Test case is( JOIN sub tree had been flatten after CBO in final plan stage of calcite optimizer) :
> {quote}
> --set hive.cbo.enable=true;
> --ANALYZE TABLE customer COMPUTE STATISTICS for columns;
> --ANALYZE TABLE orders COMPUTE STATISTICS for columns;
> --ANALYZE TABLE lineitem COMPUTE STATISTICS for columns;
> --ANALYZE TABLE region COMPUTE STATISTICS for columns;
> --ANALYZE TABLE supplier COMPUTE STATISTICS for columns;
> --ANALYZE TABLE partsupp COMPUTE STATISTICS for columns;
> --ANALYZE TABLE part COMPUTE STATISTICS for columns;
> --ANALYZE TABLE nation COMPUTE STATISTICS for columns;
> explain select
> o_year, sum(case when nation = 'BRAZIL' then volume else 0.0 end) / sum(volume) as mkt_share
> from
> (
> select
> year(o_orderdate) as o_year, l_extendedprice * (1-l_discount) as volume,
> n2.n_name as nation
> from
> nation n1 join region r
> on n1.n_regionkey = r.r_regionkey and r.r_name = 'AMERICA'
> join customer c
> on c.c_nationkey = n1.n_nationkey
> join orders o
> on c.c_custkey = o.o_custkey
> join lineitem l
> on l.l_orderkey = o.o_orderkey and o.o_orderdate >= '1995-01-01'
> and o.o_orderdate < '1996-12-31'
> join part p
> on p.p_partkey = l.l_partkey and p.p_type = 'ECONOMY ANODIZED STEEL'
> join supplier s
> on s.s_suppkey = l.l_suppkey
> join nation n2
> on s.s_nationkey = n2.n_nationkey
> ) all_nation
> group by o_year
> order by o_year;
> {quote}
> bq. This test from had modified q8 in TPC-H_full . Uncomment could enable CBO. twice run results are same :
> {quote}
> STAGE DEPENDENCIES:
> Stage-1 is a root stage
> Stage-2 depends on stages: Stage-1, Stage-7
> Stage-3 depends on stages: Stage-2, Stage-10
> Stage-4 depends on stages: Stage-3
> Stage-5 depends on stages: Stage-4
> Stage-7 is a root stage
> Stage-9 is a root stage
> Stage-10 depends on stages: Stage-9, Stage-12
> Stage-12 is a root stage
> Stage-0 depends on stages: Stage-5
> STAGE PLANS:
> Stage: Stage-1
> Map Reduce
> Map Operator Tree:
> TableScan
> alias: l
> Statistics: Num rows: 27137974 Data size: 759863296 Basic stats: COMPLETE Column stats: NONE
> Filter Operator
> predicate: ((l_partkey is not null and l_suppkey is not null) and l_orderkey is not null) (type: boolean)
> Statistics: Num rows: 3392247 Data size: 94982919 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: l_orderkey (type: int), l_partkey (type: int), l_suppkey (type: int), l_extendedprice (type: double), l_discount (type: double)
> outputColumnNames: _col0, _col1, _col2, _col3, _col4
> Statistics: Num rows: 3392247 Data size: 94982919 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: 3392247 Data size: 94982919 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col0 (type: int), _col2 (type: int), _col3 (type: double), _col4 (type: double)
> TableScan
> alias: p
> Statistics: Num rows: 928322 Data size: 24136384 Basic stats: COMPLETE Column stats: NONE
> Filter Operator
> predicate: ((p_type = 'ECONOMY ANODIZED STEEL') and p_partkey is not null) (type: boolean)
> Statistics: Num rows: 232081 Data size: 6034109 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: p_partkey (type: int)
> outputColumnNames: _col0
> Statistics: Num rows: 232081 Data size: 6034109 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: 232081 Data size: 6034109 Basic stats: COMPLETE Column stats: NONE
> Reduce Operator Tree:
> Join Operator
> condition map:
> Inner Join 0 to 1
> keys:
> 0 _col1 (type: int)
> 1 _col0 (type: int)
> outputColumnNames: _col0, _col2, _col3, _col4
> Statistics: Num rows: 3731471 Data size: 104481213 Basic stats: COMPLETE Column stats: NONE
> File Output Operator
> compressed: false
> table:
> input format: org.apache.hadoop.mapred.SequenceFileInputFormat
> output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
> serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
> Stage: Stage-2
> Map Reduce
> Map Operator Tree:
> TableScan
> Reduce Output Operator
> key expressions: _col2 (type: int)
> sort order: +
> Map-reduce partition columns: _col2 (type: int)
> Statistics: Num rows: 3731471 Data size: 104481213 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col0 (type: int), _col3 (type: double), _col4 (type: double)
> TableScan
> Reduce Output Operator
> key expressions: _col0 (type: int)
> sort order: +
> Map-reduce partition columns: _col0 (type: int)
> Statistics: Num rows: 48474 Data size: 387799 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col3 (type: string)
> Reduce Operator Tree:
> Join Operator
> condition map:
> Inner Join 0 to 1
> keys:
> 0 _col2 (type: int)
> 1 _col0 (type: int)
> outputColumnNames: _col0, _col3, _col4, _col10
> Statistics: Num rows: 4104618 Data size: 114929336 Basic stats: COMPLETE Column stats: NONE
> File Output Operator
> compressed: false
> table:
> input format: org.apache.hadoop.mapred.SequenceFileInputFormat
> output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
> serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
> Stage: Stage-3
> Map Reduce
> Map Operator Tree:
> TableScan
> Reduce Output Operator
> key expressions: _col0 (type: int)
> sort order: +
> Map-reduce partition columns: _col0 (type: int)
> Statistics: Num rows: 4104618 Data size: 114929336 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col3 (type: double), _col4 (type: double), _col10 (type: string)
> TableScan
> Reduce Output Operator
> key expressions: _col0 (type: int)
> sort order: +
> Map-reduce partition columns: _col0 (type: int)
> Statistics: Num rows: 920636 Data size: 7365096 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col2 (type: string)
> Reduce Operator Tree:
> Join Operator
> condition map:
> Inner Join 0 to 1
> keys:
> 0 _col0 (type: int)
> 1 _col0 (type: int)
> outputColumnNames: _col3, _col4, _col10, _col13
> Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: year(_col13) (type: int), (_col3 * (1.0 - _col4)) (type: double), _col10 (type: string)
> outputColumnNames: _col0, _col1, _col2
> Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: _col0 (type: int), CASE WHEN ((_col2 = 'BRAZIL')) THEN (_col1) ELSE (0.0) END (type: double), _col1 (type: double)
> outputColumnNames: _col0, _col1, _col2
> Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
> Group By Operator
> aggregations: sum(_col1), sum(_col2)
> keys: _col0 (type: int)
> mode: hash
> outputColumnNames: _col0, _col1, _col2
> Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
> File Output Operator
> compressed: false
> table:
> input format: org.apache.hadoop.mapred.SequenceFileInputFormat
> output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
> serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
> Stage: Stage-4
> Map Reduce
> Map Operator Tree:
> TableScan
> Reduce Output Operator
> key expressions: _col0 (type: int)
> sort order: +
> Map-reduce partition columns: _col0 (type: int)
> Statistics: Num rows: 4515079 Data size: 126422272 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col1 (type: double), _col2 (type: double)
> Reduce Operator Tree:
> Group By Operator
> aggregations: sum(VALUE._col0), sum(VALUE._col1)
> keys: KEY._col0 (type: int)
> mode: mergepartial
> outputColumnNames: _col0, _col1, _col2
> Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: _col0 (type: int), (_col1 / _col2) (type: double)
> outputColumnNames: _col0, _col1
> Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
> File Output Operator
> compressed: false
> table:
> input format: org.apache.hadoop.mapred.SequenceFileInputFormat
> output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
> serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
> Stage: Stage-5
> Map Reduce
> Map Operator Tree:
> TableScan
> Reduce Output Operator
> key expressions: _col0 (type: int)
> sort order: +
> Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col1 (type: double)
> Reduce Operator Tree:
> Select Operator
> expressions: KEY.reducesinkkey0 (type: int), VALUE._col0 (type: double)
> outputColumnNames: _col0, _col1
> Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
> File Output Operator
> compressed: false
> Statistics: Num rows: 2257539 Data size: 63211121 Basic stats: COMPLETE Column stats: NONE
> table:
> input format: org.apache.hadoop.mapred.TextInputFormat
> output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
> serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
> Stage: Stage-7
> Map Reduce
> Map Operator Tree:
> TableScan
> alias: s
> Statistics: Num rows: 176269 Data size: 1410156 Basic stats: COMPLETE Column stats: NONE
> Filter Operator
> predicate: (s_nationkey is not null and s_suppkey is not null) (type: boolean)
> Statistics: Num rows: 44068 Data size: 352545 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: s_suppkey (type: int), s_nationkey (type: int)
> outputColumnNames: _col0, _col1
> Statistics: Num rows: 44068 Data size: 352545 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: 44068 Data size: 352545 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col0 (type: int)
> TableScan
> alias: n1
> Statistics: Num rows: 173 Data size: 18037 Basic stats: COMPLETE Column stats: NONE
> Filter Operator
> predicate: n_nationkey is not null (type: boolean)
> Statistics: Num rows: 87 Data size: 9070 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: n_nationkey (type: int), n_name (type: string)
> outputColumnNames: _col0, _col1
> Statistics: Num rows: 87 Data size: 9070 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: 87 Data size: 9070 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col1 (type: string)
> Reduce Operator Tree:
> Join Operator
> condition map:
> Inner Join 0 to 1
> keys:
> 0 _col1 (type: int)
> 1 _col0 (type: int)
> outputColumnNames: _col0, _col3
> Statistics: Num rows: 48474 Data size: 387799 Basic stats: COMPLETE Column stats: NONE
> File Output Operator
> compressed: false
> table:
> input format: org.apache.hadoop.mapred.SequenceFileInputFormat
> output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
> serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
> Stage: Stage-9
> Map Reduce
> Map Operator Tree:
> TableScan
> alias: o
> Statistics: Num rows: 1592161 Data size: 171953408 Basic stats: COMPLETE Column stats: NONE
> Filter Operator
> predicate: ((((o_orderdate >= '1995-01-01') and (o_orderdate < '1996-12-31')) and o_custkey is not null) and o_orderkey is not null) (type: boolean)
> Statistics: Num rows: 44227 Data size: 4776516 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: o_orderkey (type: int), o_custkey (type: int), o_orderdate (type: string)
> outputColumnNames: _col0, _col1, _col2
> Statistics: Num rows: 44227 Data size: 4776516 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: 44227 Data size: 4776516 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col0 (type: int), _col2 (type: string)
> TableScan
> alias: c
> Statistics: Num rows: 3043428 Data size: 24347428 Basic stats: COMPLETE Column stats: NONE
> Filter Operator
> predicate: (c_custkey is not null and c_nationkey is not null) (type: boolean)
> Statistics: Num rows: 760857 Data size: 6086857 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: c_custkey (type: int), c_nationkey (type: int)
> outputColumnNames: _col0, _col1
> Statistics: Num rows: 760857 Data size: 6086857 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: 760857 Data size: 6086857 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col1 (type: int)
> Reduce Operator Tree:
> Join Operator
> condition map:
> Inner Join 0 to 1
> keys:
> 0 _col1 (type: int)
> 1 _col0 (type: int)
> outputColumnNames: _col0, _col2, _col4
> Statistics: Num rows: 836942 Data size: 6695542 Basic stats: COMPLETE Column stats: NONE
> File Output Operator
> compressed: false
> table:
> input format: org.apache.hadoop.mapred.SequenceFileInputFormat
> output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
> serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
> Stage: Stage-10
> Map Reduce
> Map Operator Tree:
> TableScan
> Reduce Output Operator
> key expressions: _col4 (type: int)
> sort order: +
> Map-reduce partition columns: _col4 (type: int)
> Statistics: Num rows: 836942 Data size: 6695542 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col0 (type: int), _col2 (type: string)
> TableScan
> Reduce Output Operator
> key expressions: _col0 (type: int)
> sort order: +
> Map-reduce partition columns: _col0 (type: int)
> Statistics: Num rows: 620 Data size: 4964 Basic stats: COMPLETE Column stats: NONE
> Reduce Operator Tree:
> Join Operator
> condition map:
> Inner Join 0 to 1
> keys:
> 0 _col4 (type: int)
> 1 _col0 (type: int)
> outputColumnNames: _col0, _col2
> Statistics: Num rows: 920636 Data size: 7365096 Basic stats: COMPLETE Column stats: NONE
> File Output Operator
> compressed: false
> table:
> input format: org.apache.hadoop.mapred.SequenceFileInputFormat
> output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
> serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
> Stage: Stage-12
> Map Reduce
> Map Operator Tree:
> TableScan
> alias: n1
> Statistics: Num rows: 2254 Data size: 18037 Basic stats: COMPLETE Column stats: NONE
> Filter Operator
> predicate: (n_regionkey is not null and n_nationkey is not null) (type: boolean)
> Statistics: Num rows: 564 Data size: 4513 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: n_nationkey (type: int), n_regionkey (type: int)
> outputColumnNames: _col0, _col1
> Statistics: Num rows: 564 Data size: 4513 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: 564 Data size: 4513 Basic stats: COMPLETE Column stats: NONE
> value expressions: _col0 (type: int)
> TableScan
> alias: r
> Statistics: Num rows: 63 Data size: 695 Basic stats: COMPLETE Column stats: NONE
> Filter Operator
> predicate: ((r_name = 'AMERICA') and r_regionkey is not null) (type: boolean)
> Statistics: Num rows: 16 Data size: 176 Basic stats: COMPLETE Column stats: NONE
> Select Operator
> expressions: r_regionkey (type: int)
> outputColumnNames: _col0
> Statistics: Num rows: 16 Data size: 176 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: 16 Data size: 176 Basic stats: COMPLETE Column stats: NONE
> Reduce Operator Tree:
> Join Operator
> condition map:
> Inner Join 0 to 1
> keys:
> 0 _col1 (type: int)
> 1 _col0 (type: int)
> outputColumnNames: _col0
> Statistics: Num rows: 620 Data size: 4964 Basic stats: COMPLETE Column stats: NONE
> File Output Operator
> compressed: false
> table:
> input format: org.apache.hadoop.mapred.SequenceFileInputFormat
> output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
> serde: org.apache.hadoop.hive.serde2.lazybinary.LazyBinarySerDe
> Stage: Stage-0
> Fetch Operator
> limit: -1
> Processor Tree:
> ListSink
> {quote}
> "bq." Is CBO invalid?
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