Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Tue Aug 12 20:30:11 PDT 2014

Test Suite: STANDARD

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.58s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.58s 4.0-HBASE-0.98.1-HADOOP1

select count(1) from AGGREGATION_TABLE group by HOST

0.61s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.62s 4.0-HBASE-0.98.1-HADOOP1

select core, count(1) from AGGREGATION_TABLE group by CORE

0.74s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.76s 4.0-HBASE-0.98.1-HADOOP1

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host

3.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.31s 4.0-HBASE-0.98.1-HADOOP1

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'

4.1s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.29s 4.0-HBASE-0.98.1-HADOOP1

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

1.2s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.25s 4.0-HBASE-0.98.1-HADOOP1

select trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from AGGREGATION_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000)

1.92s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.71s 4.0-HBASE-0.98.1-HADOOP1

select count(active_visitor) count from AGGREGATION_TABLE

2.7s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.8s 4.0-HBASE-0.98.1-HADOOP1

select count(distinct active_visitor) count from AGGREGATION_TABLE

3.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.12s 4.0-HBASE-0.98.1-HADOOP1

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE

3.57s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.71s 4.0-HBASE-0.98.1-HADOOP1

select core, count(db) count from AGGREGATION_TABLE group by CORE

0.79s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.88s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200

1.16s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.23s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000

1.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.22s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from AGGREGATION_TABLE where core > 90

1.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.11s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from WIDE_PK

2.66s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.59s 4.0-HBASE-0.98.1-HADOOP1

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.86s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.1s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_1CF where f < 10000

2.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.22s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from WIDE_PK where column2<10

2.86s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.86s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50

3.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.56s 4.0-HBASE-0.98.1-HADOOP1

ColumnFamilies-Single

select count(1) from TABLE_6CF where K1 in ('A', 'B', 'C', 'D')

0.88s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.01s 4.0-HBASE-0.98.1-HADOOP1

select count(1) from TABLE_6CF where K1 in ('A', 'C')

0.88s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.79s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_6CF where f < 1000

1.45s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.65s 4.0-HBASE-0.98.1-HADOOP1

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000

1.46s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

9.04s 4.0-HBASE-0.98.1-HADOOP1

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1

5.74s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

6.06s 4.0-HBASE-0.98.1-HADOOP1

select count(1) from TABLE_1CF where K1 in ('A', 'B', 'C', 'D')

2.21s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.36s 4.0-HBASE-0.98.1-HADOOP1

select count(1) from TABLE_1CF where K1 in ('A', 'C')

2.03s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.17s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_1CF where f < 1000

2.19s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.39s 4.0-HBASE-0.98.1-HADOOP1

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000

3.02s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

11.2s 4.0-HBASE-0.98.1-HADOOP1

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1

2.35s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.53s 4.0-HBASE-0.98.1-HADOOP1

Count Distinct

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE

4.22s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.38s 4.0-HBASE-0.98.1-HADOOP1

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE

1.95s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.06s 4.0-HBASE-0.98.1-HADOOP1

IN/LIKE Clause

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)

0.99s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.07s 4.0-HBASE-0.98.1-HADOOP1

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')

1.02s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.09s 4.0-HBASE-0.98.1-HADOOP1

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')

0.01s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.04s 4.0-HBASE-0.98.1-HADOOP1

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'

0.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.07s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%'

161.57s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

289.36s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from IN_LIKE_TABLE where (K1 in ('A','E','F','G','H','I','Z') or K1 like 'E%') and (K2 like '%xx1%' or K2 like '%xxxxxx2%')

110.32s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

61.9s 4.0-HBASE-0.98.1-HADOOP1

Index

select count(*) from INDEXED_TABLE

0.52s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.93s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE

1.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.12s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE

0.37s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.42s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE

1.34s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.35s 4.0-HBASE-0.98.1-HADOOP1

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

0.19s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.6s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

1.95s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.02s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core IN (1,100)

0.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.07s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)

0.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.04s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)

0.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.1s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)

1.56s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.66s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.16s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.14s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.13s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.1s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.11s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

1.6s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.66s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core < 10 and db < 200

0.22s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.7s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200

0.64s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.68s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200

0.2s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.2s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200

1.96s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.05s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core < 100 and db < 2000

0.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.84s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000

2.28s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.29s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core > 90

0.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.16s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90

1.7s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.76s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core > 0

0.57s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.19s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0

1.83s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.84s 4.0-HBASE-0.98.1-HADOOP1

select db from INDEXED_TABLE where db >5 and db <7 order by db

0.06s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.06s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db

3.92s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.05s 4.0-HBASE-0.98.1-HADOOP1

select db from INDEXED_TABLE order by db limit 10

0.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.07s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10

2.67s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.53s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from INDEXED_TABLE_MUTABLE

0.68s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.42s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE

0.94s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.27s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE

0.49s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.5s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE

0.91s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.91s 4.0-HBASE-0.98.1-HADOOP1

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE_MUTABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

0.31s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.41s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE_MUTABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

1.52s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.74s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)

0.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.06s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)

0.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.04s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)

0.11s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.09s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)

1.21s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.37s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)

0.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.11s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)

0.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.09s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)

0.14s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.09s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)

1.22s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.4s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200

0.42s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.47s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200

0.36s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.45s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200

0.39s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.42s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200

1.49s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.66s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000

0.95s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.98s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000

1.68s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.74s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.17s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.14s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90

1.3s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.45s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.53s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.7s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0

1.39s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.38s 4.0-HBASE-0.98.1-HADOOP1

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db

0.2s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.04s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db

2.69s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.86s 4.0-HBASE-0.98.1-HADOOP1

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.58s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.5s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10

1.76s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.74s 4.0-HBASE-0.98.1-HADOOP1

Index Creation After Data

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

45.72s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

49.45s 4.0-HBASE-0.98.1-HADOOP1

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

49.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

45.75s 4.0-HBASE-0.98.1-HADOOP1

Large Group By

select count(*) from TABLE_6CF group by A

0.99s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.06s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_6CF group by B

3.27s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.57s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_1CF group by A

1.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.03s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_1CF group by B

1.98s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.14s 4.0-HBASE-0.98.1-HADOOP1

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

124.23s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

130.8s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

103.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

105.47s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA INDEXED_TABLE [2000000 ROWS]

471.31s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

480.98s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

646.34s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

655.99s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA TABLE_6CF [2000000 ROWS]

120.6s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

127.09s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA SALTED_TABLE [2000000 ROWS]

116.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

147.79s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA TABLE_1CF [2000000 ROWS]

111.57s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

116.23s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA WIDE_PK [2000000 ROWS]

221.85s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

289.58s 4.0-HBASE-0.98.1-HADOOP1

Percentile

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE

3.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.16s 4.0-HBASE-0.98.1-HADOOP1

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE

3.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.14s 4.0-HBASE-0.98.1-HADOOP1

select percentile_cont(0.5) within group (order by core asc), percentile_cont(0.5) within group (order by db asc), percentile_cont(0.5) within group (order by active_visitor asc) from AGGREGATION_TABLE

4.28s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.43s 4.0-HBASE-0.98.1-HADOOP1

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE

2.01s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.1s 4.0-HBASE-0.98.1-HADOOP1

Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')

1.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.24s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from SALTED_TABLE where D < 1000

1.19s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.27s 4.0-HBASE-0.98.1-HADOOP1

select avg(c),avg(d) from SALTED_TABLE group by K1

4.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.78s 4.0-HBASE-0.98.1-HADOOP1

Queries by Table

AGGREGATION_TABLE

Table used for various aggregation functions

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (HOST CHAR(2) NOT NULL,DOMAIN VARCHAR NOT NULL,FEATURE VARCHAR NOT NULL,DATE DATE NOT NULL,USAGE.CORE BIGINT,USAGE.DB BIGINT,STATS.ACTIVE_VISITOR INTEGER CONSTRAINT PK PRIMARY KEY (HOST, DOMAIN, FEATURE, DATE)) SPLIT ON ('CSGoogle','CSSalesforce','EUApple','EUGoogle','EUSalesforce','NAApple','NAGoogle','NASalesforce')

DATA GENERATOR
STRING :: Values: NA|CS|EU
STRING :: Values: Salesforce.com|Apple.com|Google.com|Yelp.com
STRING :: Values: Login|Report|Dashboard|Sales|UI
DATE :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM

select count(*) from AGGREGATION_TABLE

0.58s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.58s 4.0-HBASE-0.98.1-HADOOP1

select count(1) from AGGREGATION_TABLE group by HOST

0.61s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.62s 4.0-HBASE-0.98.1-HADOOP1

select core, count(1) from AGGREGATION_TABLE group by CORE

0.74s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.76s 4.0-HBASE-0.98.1-HADOOP1

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host

3.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.31s 4.0-HBASE-0.98.1-HADOOP1

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'

4.1s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.29s 4.0-HBASE-0.98.1-HADOOP1

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

1.2s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.25s 4.0-HBASE-0.98.1-HADOOP1

select trunc(date, 'hour', 1000), count(DB), count(ACTIVE_VISITOR) from AGGREGATION_TABLE where feature='Login' and (core<50 or db<20 or active_visitor > 200) group by trunc(date, 'hour', 1000)

1.92s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.71s 4.0-HBASE-0.98.1-HADOOP1

select count(active_visitor) count from AGGREGATION_TABLE

2.7s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.8s 4.0-HBASE-0.98.1-HADOOP1

select count(distinct active_visitor) count from AGGREGATION_TABLE

3.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.12s 4.0-HBASE-0.98.1-HADOOP1

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE

3.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.16s 4.0-HBASE-0.98.1-HADOOP1

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE

3.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.14s 4.0-HBASE-0.98.1-HADOOP1

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE

3.57s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.71s 4.0-HBASE-0.98.1-HADOOP1

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE

4.22s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.38s 4.0-HBASE-0.98.1-HADOOP1

4.28s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.43s 4.0-HBASE-0.98.1-HADOOP1

select core, count(db) count from AGGREGATION_TABLE group by CORE

0.79s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.88s 4.0-HBASE-0.98.1-HADOOP1

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE

1.95s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.06s 4.0-HBASE-0.98.1-HADOOP1

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE

2.01s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.1s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)

0.99s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.07s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200

1.16s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.23s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000

1.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.22s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from AGGREGATION_TABLE where core > 90

1.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.11s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

124.23s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

130.8s 4.0-HBASE-0.98.1-HADOOP1

IN_LIKE_TABLE

Phoenix 1.2+ uses skip scan that gives significant performance improvement for IN/LIKE queries.

ROWS 2000000 [2M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF.A INTEGER, CF.B VARCHAR, CF.C VARCHAR CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D','E','F','G','H','I')

DATA GENERATOR
STRING :: Values: A|B|C|D|E|F|G|H|I
STRING :: Length: 10 Values: SEQUENTIAL
INTEGER :: Max. Value: 1000000 Values: RANDOM
STRING :: Length: 50 Values: RANDOM
STRING :: Length: 50 Values: RANDOM

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')

1.02s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.09s 4.0-HBASE-0.98.1-HADOOP1

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')

0.01s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.04s 4.0-HBASE-0.98.1-HADOOP1

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'

0.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.07s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%'

161.57s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

289.36s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from IN_LIKE_TABLE where (K1 in ('A','E','F','G','H','I','Z') or K1 like 'E%') and (K2 like '%xx1%' or K2 like '%xxxxxx2%')

110.32s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

61.9s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

103.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

105.47s 4.0-HBASE-0.98.1-HADOOP1

INDEXED_TABLE

Indexing test. Phoenix 2.0+ feature. See explain plan by hovering over version label to see which index table is used.

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (HOST CHAR(2) NOT NULL,DOMAIN VARCHAR NOT NULL,FEATURE VARCHAR NOT NULL,DATE DATE NOT NULL,USAGE.CORE BIGINT,USAGE.DB BIGINT,STATS.ACTIVE_VISITOR INTEGER CONSTRAINT PK PRIMARY KEY (HOST, DOMAIN, FEATURE, DATE)) IMMUTABLE_ROWS=true,MAX_FILESIZE=30485760;CREATE INDEX idx1 ON $TABLE (CORE);CREATE INDEX idx2 ON $TABLE (DB);CREATE INDEX idx3 ON $TABLE (DB,ACTIVE_VISITOR);CREATE INDEX idx4 ON $TABLE (CORE,DB,ACTIVE_VISITOR);CREATE INDEX ids1 ON $TABLE (CORE) SALT_BUCKETS=16;CREATE INDEX ids2 ON $TABLE (DB) SALT_BUCKETS=16;CREATE INDEX ids3 ON $TABLE (DB,ACTIVE_VISITOR) SALT_BUCKETS=16;CREATE INDEX ids4 ON $TABLE (CORE,DB,ACTIVE_VISITOR) SALT_BUCKETS=16;

DATA GENERATOR
STRING :: Values: NA|CS|EU
STRING :: Values: Salesforce.com|Apple.com|Google.com|Yelp.com
STRING :: Values: Login|Report|Dashboard|Sales|UI
DATE :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM

select count(*) from INDEXED_TABLE

0.52s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.93s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE

1.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.12s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE

0.37s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.42s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE

1.34s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.35s 4.0-HBASE-0.98.1-HADOOP1

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

0.19s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.6s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

1.95s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.02s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core IN (1,100)

0.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.07s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)

0.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.04s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)

0.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.1s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)

1.56s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.66s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.16s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.14s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.13s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

0.1s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.11s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)

1.6s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.66s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core < 10 and db < 200

0.22s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.7s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200

0.64s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.68s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200

0.2s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.2s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200

1.96s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.05s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core < 100 and db < 2000

0.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.84s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000

2.28s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.29s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core > 90

0.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.16s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90

1.7s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.76s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE where core > 0

0.57s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.19s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0

1.83s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.84s 4.0-HBASE-0.98.1-HADOOP1

select db from INDEXED_TABLE where db >5 and db <7 order by db

0.06s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.06s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db

3.92s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.05s 4.0-HBASE-0.98.1-HADOOP1

select db from INDEXED_TABLE order by db limit 10

0.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.07s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10

2.67s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.53s 4.0-HBASE-0.98.1-HADOOP1

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

45.72s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

49.45s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA INDEXED_TABLE [2000000 ROWS]

471.31s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

480.98s 4.0-HBASE-0.98.1-HADOOP1

INDEXED_TABLE_MUTABLE

Indexing test. Phoenix 2.0+ feature. See explain plan by hovering over version label to see which index table is used.

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (HOST CHAR(2) NOT NULL,DOMAIN VARCHAR NOT NULL,FEATURE VARCHAR NOT NULL,DATE DATE NOT NULL,USAGE.CORE BIGINT,USAGE.DB BIGINT,STATS.ACTIVE_VISITOR INTEGER CONSTRAINT PK PRIMARY KEY (HOST, DOMAIN, FEATURE, DATE)) MAX_FILESIZE=30485760;CREATE INDEX midx1 ON $TABLE (CORE);CREATE INDEX midx2 ON $TABLE (DB);CREATE INDEX midx3 ON $TABLE (DB,ACTIVE_VISITOR);CREATE INDEX midx4 ON $TABLE (CORE,DB,ACTIVE_VISITOR);CREATE INDEX mids1 ON $TABLE (CORE) SALT_BUCKETS=16;CREATE INDEX mids2 ON $TABLE (DB) SALT_BUCKETS=16;CREATE INDEX mids3 ON $TABLE (DB,ACTIVE_VISITOR) SALT_BUCKETS=16;CREATE INDEX mids4 ON $TABLE (CORE,DB,ACTIVE_VISITOR) SALT_BUCKETS=16;

DATA GENERATOR
STRING :: Values: NA|CS|EU
STRING :: Values: Salesforce.com|Apple.com|Google.com|Yelp.com
STRING :: Values: Login|Report|Dashboard|Sales|UI
DATE :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM

select count(*) from INDEXED_TABLE_MUTABLE

0.68s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.42s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE

0.94s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.27s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE

0.49s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.5s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE

0.91s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.91s 4.0-HBASE-0.98.1-HADOOP1

select round(date, 'day',50), sum(core)+2 from INDEXED_TABLE_MUTABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

0.31s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.41s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ round(date, 'day',50), sum(core)+2 from INDEXED_TABLE_MUTABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host

1.52s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.74s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)

0.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.06s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)

0.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.04s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)

0.11s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.09s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)

1.21s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.37s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)

0.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.11s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)

0.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.09s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)

0.14s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.09s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)

1.22s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.4s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200

0.42s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.47s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200

0.36s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.45s 4.0-HBASE-0.98.1-HADOOP1

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200

0.39s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.42s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200

1.49s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.66s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000

0.95s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.98s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000

1.68s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.74s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.17s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.14s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90

1.3s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.45s 4.0-HBASE-0.98.1-HADOOP1

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.53s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.7s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0

1.39s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.38s 4.0-HBASE-0.98.1-HADOOP1

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db

0.2s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.04s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db

2.69s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.86s 4.0-HBASE-0.98.1-HADOOP1

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.58s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.5s 4.0-HBASE-0.98.1-HADOOP1

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10

1.76s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.74s 4.0-HBASE-0.98.1-HADOOP1

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)

49.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

45.75s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

646.34s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

655.99s 4.0-HBASE-0.98.1-HADOOP1

TABLE_6CF

Data is split in 6 column families. Phoenix 1.2+ uses Essential Column Family filter feature which fetches only required columns when filtering rows.

ROWS 2000000 [2M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF1.A INTEGER, CF2.B INTEGER, CF3.C INTEGER, CF4.D INTEGER, CF5.E INTEGER, CF6.F INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D');CREATE TABLE IF NOT EXISTS $TABLE_UPSERTSELECT (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF1.A INTEGER, CF2.B INTEGER, CF3.C INTEGER, CF4.D INTEGER, CF5.E INTEGER, CF6.F INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D')

DATA GENERATOR
STRING :: Values: A|B|C|D
STRING :: Length: 10 Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 1000 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 5000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM
INTEGER :: Max. Value: 15000 Values: RANDOM

select count(1) from TABLE_6CF where K1 in ('A', 'B', 'C', 'D')

0.88s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.01s 4.0-HBASE-0.98.1-HADOOP1

select count(1) from TABLE_6CF where K1 in ('A', 'C')

0.88s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

0.79s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_6CF where f < 1000

1.45s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.65s 4.0-HBASE-0.98.1-HADOOP1

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000

1.46s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

9.04s 4.0-HBASE-0.98.1-HADOOP1

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1

5.74s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

6.06s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_6CF group by A

0.99s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.06s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_6CF group by B

3.27s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.57s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_6CF where f < 10000

2.86s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.1s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA TABLE_6CF [2000000 ROWS]

120.6s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

127.09s 4.0-HBASE-0.98.1-HADOOP1

SALTED_TABLE

This is Phoenix 1.2+ feature. Data is split in 4 regions equal to number of region servers in test cluster by adding salted byte to each key.

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CFA.A VARCHAR, CFA.B CHAR(100), CFA.C INTEGER, CFB.D INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SALT_BUCKETS=4

DATA GENERATOR
STRING :: Values: A|B|C|D
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 100 Values: RANDOM
STRING :: Length: 100 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM
INTEGER :: Max. Value: 1000000 Values: RANDOM

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')

1.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.24s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from SALTED_TABLE where D < 1000

1.19s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

1.27s 4.0-HBASE-0.98.1-HADOOP1

select avg(c),avg(d) from SALTED_TABLE group by K1

4.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

4.78s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA SALTED_TABLE [2000000 ROWS]

116.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

147.79s 4.0-HBASE-0.98.1-HADOOP1

TABLE_1CF

Same data as in 6 column family table but this one only has a single column family. Performance should be worse in most cases.

ROWS 2000000 [2M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF.A INTEGER, CF.B INTEGER, CF.C INTEGER, CF.D INTEGER, CF.E INTEGER, CF.F INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D');CREATE TABLE IF NOT EXISTS $TABLE_UPSERTSELECT (K1 CHAR(1) NOT NULL, K2 VARCHAR NOT NULL, CF.A INTEGER, CF.B INTEGER, CF.C INTEGER, CF.D INTEGER, CF.E INTEGER, CF.F INTEGER CONSTRAINT PK PRIMARY KEY (K1,K2)) SPLIT ON ('B','C','D')

DATA GENERATOR
STRING :: Values: A|B|C|D
STRING :: Length: 10 Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 1000 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 5000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM
INTEGER :: Max. Value: 15000 Values: RANDOM

select count(1) from TABLE_1CF where K1 in ('A', 'B', 'C', 'D')

2.21s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.36s 4.0-HBASE-0.98.1-HADOOP1

select count(1) from TABLE_1CF where K1 in ('A', 'C')

2.03s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.17s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_1CF where f < 1000

2.19s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.39s 4.0-HBASE-0.98.1-HADOOP1

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000

3.02s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

11.2s 4.0-HBASE-0.98.1-HADOOP1

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1

2.35s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.53s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_1CF group by A

1.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.03s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_1CF group by B

1.98s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.14s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from TABLE_1CF where f < 10000

2.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.22s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA TABLE_1CF [2000000 ROWS]

111.57s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

116.23s 4.0-HBASE-0.98.1-HADOOP1

WIDE_PK

ROWS 2000000 [2M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (mypk CHAR(500) NOT NULL PRIMARY KEY,CF.column1 INTEGER,CF.column2 INTEGER,CF.column3 INTEGER,CF.column4 INTEGER,CF.column5 INTEGER) SALT_BUCKETS=4;

DATA GENERATOR
STRING :: Length: 500 Values: SEQUENTIAL
INTEGER :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 100 Values: RANDOM

select count(*) from WIDE_PK

2.66s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.59s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from WIDE_PK where column2<10

2.86s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

2.86s 4.0-HBASE-0.98.1-HADOOP1

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50

3.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

3.56s 4.0-HBASE-0.98.1-HADOOP1

LOAD DATA WIDE_PK [2000000 ROWS]

221.85s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.1-HADOOP1

289.58s 4.0-HBASE-0.98.1-HADOOP1

Note: Hover over version label to see Phoenix Query Explain Plan.