Apache Phoenix Performance Result :: Mon Jun 09 12:48:56 PDT 2014
Test Suite: STANDARD

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE
0.54s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.46s 3.0-HBASE-0.94.14-SECURITY

select count(1) from AGGREGATION_TABLE group by HOST
0.61s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.53s 3.0-HBASE-0.94.14-SECURITY

select core, count(1) from AGGREGATION_TABLE group by CORE
0.71s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.64s 3.0-HBASE-0.94.14-SECURITY

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host
3.14s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.97s 3.0-HBASE-0.94.14-SECURITY

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'
3.9s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.82s 3.0-HBASE-0.94.14-SECURITY

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
1.14s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.14s 3.0-HBASE-0.94.14-SECURITY

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)
1.84s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.82s 3.0-HBASE-0.94.14-SECURITY

select count(active_visitor) count from AGGREGATION_TABLE
2.68s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.68s 3.0-HBASE-0.94.14-SECURITY

select count(distinct active_visitor) count from AGGREGATION_TABLE
3.04s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.04s 3.0-HBASE-0.94.14-SECURITY

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE
3.65s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.54s 3.0-HBASE-0.94.14-SECURITY

select core, count(db) count from AGGREGATION_TABLE group by CORE
0.76s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.69s 3.0-HBASE-0.94.14-SECURITY

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200
1.1s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.12s 3.0-HBASE-0.94.14-SECURITY

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000
1.1s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.11s 3.0-HBASE-0.94.14-SECURITY

select count(core) from AGGREGATION_TABLE where core > 90
0.98s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.98s 3.0-HBASE-0.94.14-SECURITY

select count(*) from WIDE_PK
2.8s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.28s 3.0-HBASE-0.94.14-SECURITY

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000
2.87s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.78s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_1CF where f < 10000
2.18s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.84s 3.0-HBASE-0.94.14-SECURITY

select count(*) from WIDE_PK where column2<10
3.13s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.52s 3.0-HBASE-0.94.14-SECURITY

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50
3.74s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.07s 3.0-HBASE-0.94.14-SECURITY

ColumnFamilies-Single

select count(1) from TABLE_6CF where K1 in ('A', 'B', 'C', 'D')
0.86s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.77s 3.0-HBASE-0.94.14-SECURITY

select count(1) from TABLE_6CF where K1 in ('A', 'C')
0.63s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.66s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_6CF where f < 1000
1.47s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.48s 3.0-HBASE-0.94.14-SECURITY

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000
1.52s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.46s 3.0-HBASE-0.94.14-SECURITY

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1
6s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
6.42s 3.0-HBASE-0.94.14-SECURITY

select count(1) from TABLE_1CF where K1 in ('A', 'B', 'C', 'D')
1.88s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.68s 3.0-HBASE-0.94.14-SECURITY

select count(1) from TABLE_1CF where K1 in ('A', 'C')
1.69s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.58s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_1CF where f < 1000
2.39s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.04s 3.0-HBASE-0.94.14-SECURITY

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000
2.62s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.44s 3.0-HBASE-0.94.14-SECURITY

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1
2.46s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.1s 3.0-HBASE-0.94.14-SECURITY

Count Distinct

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE
4.22s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
4.02s 3.0-HBASE-0.94.14-SECURITY

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE
1.89s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.9s 3.0-HBASE-0.94.14-SECURITY

IN/LIKE Clause

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)
0.93s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.98s 3.0-HBASE-0.94.14-SECURITY

select count(1) from IN_LIKE_TABLE where K1 in ('Z', 'D', 'F', 'X')
0.94s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.71s 3.0-HBASE-0.94.14-SECURITY

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')
0.01s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.01s 3.0-HBASE-0.94.14-SECURITY

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'
0.01s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.01s 3.0-HBASE-0.94.14-SECURITY

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%'
1.6s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.24s 3.0-HBASE-0.94.14-SECURITY

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%')
1.51s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.33s 3.0-HBASE-0.94.14-SECURITY

Index

select count(*) from INDEXED_TABLE
0.34s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.28s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE
0.77s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.86s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE
0.35s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.25s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE
0.79s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.83s 3.0-HBASE-0.94.14-SECURITY

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 V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.15s 3.0-HBASE-0.94.14-SECURITY

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
1.5s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.71s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core IN (1,100)
0.12s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.09s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)
0.03s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.04s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)
0.06s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.06s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)
1.19s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.31s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
0.09s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.12s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
0.1s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.1s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
0.07s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.1s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
1.19s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.34s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core < 10 and db < 200
0.2s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.17s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
0.62s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.75s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
0.19s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.16s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200
1.45s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.64s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core < 100 and db < 2000
0.66s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.53s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000
1.56s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.64s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core > 90
0.15s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.15s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90
1.3s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.43s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core > 0
0.44s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.42s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0
1.2s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.22s 3.0-HBASE-0.94.14-SECURITY

select db from INDEXED_TABLE where db >5 and db <7 order by db
0.08s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.06s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db
2.32s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.45s 3.0-HBASE-0.94.14-SECURITY

select db from INDEXED_TABLE order by db limit 10
0.08s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.07s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10
1.61s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.52s 3.0-HBASE-0.94.14-SECURITY

select count(*) from INDEXED_TABLE_MUTABLE
0.99s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.15s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE
0.75s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.01s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE
0.57s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.49s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE
0.8s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.94s 3.0-HBASE-0.94.14-SECURITY

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
0.34s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.35s 3.0-HBASE-0.94.14-SECURITY

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
1.57s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.82s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)
0.12s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.16s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)
0.04s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.04s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)
0.11s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.13s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)
1.22s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.46s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)
0.14s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.17s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)
0.07s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.11s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)
0.11s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.14s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)
1.24s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.42s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200
0.5s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.41s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200
0.39s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.42s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200
0.5s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.43s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200
1.56s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.76s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000
1.23s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.96s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000
1.54s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.53s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core > 90
0.16s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.19s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90
1.37s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.4s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core > 0
0.56s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.56s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0
1.23s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.19s 3.0-HBASE-0.94.14-SECURITY

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db
0.16s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.18s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db
2.33s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.34s 3.0-HBASE-0.94.14-SECURITY

select db from INDEXED_TABLE_MUTABLE order by db limit 10
1.02s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.21s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10
1.51s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.42s 3.0-HBASE-0.94.14-SECURITY

Index Creation After Data

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)
37.16s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
37.56s 3.0-HBASE-0.94.14-SECURITY

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)
40.63s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
38.93s 3.0-HBASE-0.94.14-SECURITY

Large Group By

select count(*) from TABLE_6CF group by A
0.88s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.84s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_6CF group by B
3.3s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.36s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_1CF group by A
1.94s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.66s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_1CF group by B
2.03s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.71s 3.0-HBASE-0.94.14-SECURITY

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]
107.1s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
109.52s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]
92.28s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
90.16s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA INDEXED_TABLE [2000000 ROWS]
470.41s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
433.98s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]
769.59s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
712.29s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA TABLE_6CF [2000000 ROWS]
109.01s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
105.75s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA SALTED_TABLE [2000000 ROWS]
109.14s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
105.96s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA TABLE_1CF [2000000 ROWS]
100.69s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
98.76s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA WIDE_PK [2000000 ROWS]
227.33s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
224.57s 3.0-HBASE-0.94.14-SECURITY

Percentile

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE
3.06s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.03s 3.0-HBASE-0.94.14-SECURITY

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE
3s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.98s 3.0-HBASE-0.94.14-SECURITY

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
4.22s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
4.03s 3.0-HBASE-0.94.14-SECURITY

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE
1.95s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.86s 3.0-HBASE-0.94.14-SECURITY

Salting

select count(1) from SALTED_TABLE where K1 in ('A', 'B', 'C', 'D')
1.13s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.06s 3.0-HBASE-0.94.14-SECURITY

select count(*) from SALTED_TABLE where D < 1000
1.4s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.54s 3.0-HBASE-0.94.14-SECURITY

select avg(c),avg(d) from SALTED_TABLE group by K1
5.63s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
6.15s 3.0-HBASE-0.94.14-SECURITY



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
0.54s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.46s 3.0-HBASE-0.94.14-SECURITY

select count(1) from AGGREGATION_TABLE group by HOST
0.61s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.53s 3.0-HBASE-0.94.14-SECURITY

select core, count(1) from AGGREGATION_TABLE group by CORE
0.71s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.64s 3.0-HBASE-0.94.14-SECURITY

select core, host, sum(ACTIVE_VISITOR) from AGGREGATION_TABLE group by core, host
3.14s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.97s 3.0-HBASE-0.94.14-SECURITY

select AVG(DB), MIN(CORE), MAX(ACTIVE_VISITOR) from AGGREGATION_TABLE where host='CS' and DOMAIN<>'Google.com'
3.9s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.82s 3.0-HBASE-0.94.14-SECURITY

select round(date, 'day',50), sum(core)+2 from AGGREGATION_TABLE where (CORE<10 or CORE>90) group by round(date, 'day',50), host
1.14s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.14s 3.0-HBASE-0.94.14-SECURITY

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)
1.84s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.82s 3.0-HBASE-0.94.14-SECURITY

select count(active_visitor) count from AGGREGATION_TABLE
2.68s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.68s 3.0-HBASE-0.94.14-SECURITY

select count(distinct active_visitor) count from AGGREGATION_TABLE
3.04s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.04s 3.0-HBASE-0.94.14-SECURITY

select percentile_cont(0.9) within group (order by active_visitor asc) from AGGREGATION_TABLE
3.06s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.03s 3.0-HBASE-0.94.14-SECURITY

select percentile_cont(0.1) within group (order by active_visitor desc) from AGGREGATION_TABLE
3s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.98s 3.0-HBASE-0.94.14-SECURITY

select count(core), count(db), count(active_visitor) from AGGREGATION_TABLE
3.65s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.54s 3.0-HBASE-0.94.14-SECURITY

select count(distinct core), count(distinct db), count(distinct active_visitor) from AGGREGATION_TABLE
4.22s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
4.02s 3.0-HBASE-0.94.14-SECURITY

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
4.22s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
4.03s 3.0-HBASE-0.94.14-SECURITY

select core, count(db) count from AGGREGATION_TABLE group by CORE
0.76s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.69s 3.0-HBASE-0.94.14-SECURITY

select core, count(distinct db) count from AGGREGATION_TABLE group by CORE
1.89s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.9s 3.0-HBASE-0.94.14-SECURITY

select core, percentile_cont(0.9999) within group (order by db asc) from AGGREGATION_TABLE group by CORE
1.95s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.86s 3.0-HBASE-0.94.14-SECURITY

select count(core) from AGGREGATION_TABLE where core IN (1,25,50,75,100)
0.93s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.98s 3.0-HBASE-0.94.14-SECURITY

select count(core) from AGGREGATION_TABLE where core < 10 and db < 200
1.1s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.12s 3.0-HBASE-0.94.14-SECURITY

select count(core) from AGGREGATION_TABLE where core < 10 and active_visitor < 1000
1.1s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.11s 3.0-HBASE-0.94.14-SECURITY

select count(core) from AGGREGATION_TABLE where core > 90
0.98s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.98s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]
107.1s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
109.52s 3.0-HBASE-0.94.14-SECURITY

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')
0.94s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.71s 3.0-HBASE-0.94.14-SECURITY

select * from IN_LIKE_TABLE where K1 in ('A','B') and K2 in ('xxx1000000','xxx2000000','xxx2000001')
0.01s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.01s 3.0-HBASE-0.94.14-SECURITY

select * from IN_LIKE_TABLE where K1 in ('A', 'C', 'E', 'F', 'H') and K2 like 'xxxxxx1%'
0.01s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.01s 3.0-HBASE-0.94.14-SECURITY

select count(*) from IN_LIKE_TABLE where K1 in ('X','A','B','C','D','E','F','G','H','I','Z') and K2 like '%1%'
1.6s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.24s 3.0-HBASE-0.94.14-SECURITY

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%')
1.51s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.33s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]
92.28s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
90.16s 3.0-HBASE-0.94.14-SECURITY

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
0.34s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.28s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(*) from INDEXED_TABLE
0.77s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.86s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(*) from INDEXED_TABLE
0.35s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.25s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE
0.79s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.83s 3.0-HBASE-0.94.14-SECURITY

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 V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.15s 3.0-HBASE-0.94.14-SECURITY

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
1.5s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.71s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core IN (1,100)
0.12s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.09s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,100)
0.03s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.04s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,100)
0.06s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.06s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,100)
1.19s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.31s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
0.09s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.12s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
0.1s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.1s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
0.07s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.1s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core IN (1,25,50,75,100)
1.19s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.34s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core < 10 and db < 200
0.2s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.17s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE idx1 idx2 idx3 idx4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
0.62s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.75s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE ids1 ids2 ids3 ids4) */ count(core) from INDEXED_TABLE where core < 10 and db < 200
0.19s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.16s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 10 and db < 200
1.45s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.64s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core < 100 and db < 2000
0.66s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.53s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core < 100 and db < 2000
1.56s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.64s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core > 90
0.15s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.15s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 90
1.3s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.43s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE where core > 0
0.44s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.42s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE where core > 0
1.2s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.22s 3.0-HBASE-0.94.14-SECURITY

select db from INDEXED_TABLE where db >5 and db <7 order by db
0.08s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.06s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE where db >5 and db <7 order by db
2.32s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.45s 3.0-HBASE-0.94.14-SECURITY

select db from INDEXED_TABLE order by db limit 10
0.08s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.07s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE order by db limit 10
1.61s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.52s 3.0-HBASE-0.94.14-SECURITY

CREATE INDEX idx5 ON INDEXED_TABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)
37.16s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
37.56s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA INDEXED_TABLE [2000000 ROWS]
470.41s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
433.98s 3.0-HBASE-0.94.14-SECURITY

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
0.99s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.15s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(*) from INDEXED_TABLE_MUTABLE
0.75s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.01s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(*) from INDEXED_TABLE_MUTABLE
0.57s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.49s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(*) from INDEXED_TABLE_MUTABLE
0.8s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.94s 3.0-HBASE-0.94.14-SECURITY

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
0.34s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.35s 3.0-HBASE-0.94.14-SECURITY

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
1.57s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.82s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)
0.12s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.16s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)
0.04s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.04s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)
0.11s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.13s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,100)
1.22s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.46s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)
0.14s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.17s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)
0.07s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.11s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)
0.11s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.14s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core IN (1,25,50,75,100)
1.24s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.42s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200
0.5s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.41s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE midx1 midx2 midx3 midx4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200
0.39s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.42s 3.0-HBASE-0.94.14-SECURITY

select /*+ INDEX(INDEXED_TABLE_MUTABLE mids1 mids2 mids3 mids4) */ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200
0.5s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.43s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 10 and db < 200
1.56s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.76s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000
1.23s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.96s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core < 100 and db < 2000
1.54s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.53s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core > 90
0.16s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.19s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 90
1.37s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.4s 3.0-HBASE-0.94.14-SECURITY

select count(core) from INDEXED_TABLE_MUTABLE where core > 0
0.56s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.56s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ count(core) from INDEXED_TABLE_MUTABLE where core > 0
1.23s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.19s 3.0-HBASE-0.94.14-SECURITY

select db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db
0.16s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.18s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE where db >5 and db <7 order by db
2.33s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.34s 3.0-HBASE-0.94.14-SECURITY

select db from INDEXED_TABLE_MUTABLE order by db limit 10
1.02s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.21s 3.0-HBASE-0.94.14-SECURITY

select /*+NO_INDEX*/ db from INDEXED_TABLE_MUTABLE order by db limit 10
1.51s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.42s 3.0-HBASE-0.94.14-SECURITY

CREATE INDEX midx5 ON INDEXED_TABLE_MUTABLE (CORE) INCLUDE (DB,ACTIVE_VISITOR)
40.63s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
38.93s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]
769.59s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
712.29s 3.0-HBASE-0.94.14-SECURITY

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')
0.86s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.77s 3.0-HBASE-0.94.14-SECURITY

select count(1) from TABLE_6CF where K1 in ('A', 'C')
0.63s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.66s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_6CF where f < 1000
1.47s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.48s 3.0-HBASE-0.94.14-SECURITY

select a,b,c,d,e,f from TABLE_6CF where B>1000 and B<2000 and f>1000 and f<2000
1.52s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.46s 3.0-HBASE-0.94.14-SECURITY

select sum(a),sum(b),sum(c),sum(d) from TABLE_6CF group by K1
6s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
6.42s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_6CF group by A
0.88s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
0.84s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_6CF group by B
3.3s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.36s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_6CF where f < 10000
2.87s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.78s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA TABLE_6CF [2000000 ROWS]
109.01s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
105.75s 3.0-HBASE-0.94.14-SECURITY

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')
1.13s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.06s 3.0-HBASE-0.94.14-SECURITY

select count(*) from SALTED_TABLE where D < 1000
1.4s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.54s 3.0-HBASE-0.94.14-SECURITY

select avg(c),avg(d) from SALTED_TABLE group by K1
5.63s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
6.15s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA SALTED_TABLE [2000000 ROWS]
109.14s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
105.96s 3.0-HBASE-0.94.14-SECURITY

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')
1.88s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.68s 3.0-HBASE-0.94.14-SECURITY

select count(1) from TABLE_1CF where K1 in ('A', 'C')
1.69s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.58s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_1CF where f < 1000
2.39s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.04s 3.0-HBASE-0.94.14-SECURITY

select a,b,c,d,e,f from TABLE_1CF where B>1000 and B<2000 and f>1000 and f<2000
2.62s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.44s 3.0-HBASE-0.94.14-SECURITY

select sum(a),sum(b),sum(c),sum(d) from TABLE_1CF group by K1
2.46s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.1s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_1CF group by A
1.94s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.66s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_1CF group by B
2.03s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.71s 3.0-HBASE-0.94.14-SECURITY

select count(*) from TABLE_1CF where f < 10000
2.18s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
1.84s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA TABLE_1CF [2000000 ROWS]
100.69s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
98.76s 3.0-HBASE-0.94.14-SECURITY

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
2.8s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.28s 3.0-HBASE-0.94.14-SECURITY

select count(*) from WIDE_PK where column2<10
3.13s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
2.52s 3.0-HBASE-0.94.14-SECURITY

select count(*) from WIDE_PK where column2<50 and column3<50 and column4<50 and column5<50
3.74s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
3.07s 3.0-HBASE-0.94.14-SECURITY

LOAD DATA WIDE_PK [2000000 ROWS]
227.33s V3.0.0-INCUBATING-RELEASE-HBASE-0.94.15-SECURITY
224.57s 3.0-HBASE-0.94.14-SECURITY


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