Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Mon Mar 16 10:43:58 PDT 2015

Test Suite: STANDARD

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.72s V4.1.0-HBASE-0.98.7-HADOOP2

0.34s V4.2.2-HBASE-0.98.7-HADOOP2

0.51s V4.3.0-HBASE-0.98.7-HADOOP2

0.53s 4.3-HBASE-0.98.7-HADOOP2

select count(1) from AGGREGATION_TABLE group by HOST

0.77s V4.1.0-HBASE-0.98.7-HADOOP2

0.38s V4.2.2-HBASE-0.98.7-HADOOP2

0.56s V4.3.0-HBASE-0.98.7-HADOOP2

0.57s 4.3-HBASE-0.98.7-HADOOP2

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

0.94s V4.1.0-HBASE-0.98.7-HADOOP2

0.59s V4.2.2-HBASE-0.98.7-HADOOP2

0.56s V4.3.0-HBASE-0.98.7-HADOOP2

0.56s 4.3-HBASE-0.98.7-HADOOP2

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

3.41s V4.1.0-HBASE-0.98.7-HADOOP2

1.59s V4.2.2-HBASE-0.98.7-HADOOP2

1.63s V4.3.0-HBASE-0.98.7-HADOOP2

1.6s 4.3-HBASE-0.98.7-HADOOP2

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

3.67s V4.1.0-HBASE-0.98.7-HADOOP2

0.96s V4.2.2-HBASE-0.98.7-HADOOP2

0.95s V4.3.0-HBASE-0.98.7-HADOOP2

0.93s 4.3-HBASE-0.98.7-HADOOP2

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

1.64s V4.1.0-HBASE-0.98.7-HADOOP2

1.26s V4.2.2-HBASE-0.98.7-HADOOP2

0.95s V4.3.0-HBASE-0.98.7-HADOOP2

0.9s 4.3-HBASE-0.98.7-HADOOP2

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)

3.35s V4.1.0-HBASE-0.98.7-HADOOP2

1.61s V4.2.2-HBASE-0.98.7-HADOOP2

1.57s V4.3.0-HBASE-0.98.7-HADOOP2

1.6s 4.3-HBASE-0.98.7-HADOOP2

select count(active_visitor) count from AGGREGATION_TABLE

3.04s V4.1.0-HBASE-0.98.7-HADOOP2

1.38s V4.2.2-HBASE-0.98.7-HADOOP2

1.37s V4.3.0-HBASE-0.98.7-HADOOP2

1.32s 4.3-HBASE-0.98.7-HADOOP2

select count(distinct active_visitor) count from AGGREGATION_TABLE

3.48s V4.1.0-HBASE-0.98.7-HADOOP2

1.74s V4.2.2-HBASE-0.98.7-HADOOP2

1.73s V4.3.0-HBASE-0.98.7-HADOOP2

1.72s 4.3-HBASE-0.98.7-HADOOP2

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

4.13s V4.1.0-HBASE-0.98.7-HADOOP2

1.83s V4.2.2-HBASE-0.98.7-HADOOP2

1.84s V4.3.0-HBASE-0.98.7-HADOOP2

1.79s 4.3-HBASE-0.98.7-HADOOP2

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

1s V4.1.0-HBASE-0.98.7-HADOOP2

0.55s V4.2.2-HBASE-0.98.7-HADOOP2

0.54s V4.3.0-HBASE-0.98.7-HADOOP2

0.53s 4.3-HBASE-0.98.7-HADOOP2

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

1.74s V4.1.0-HBASE-0.98.7-HADOOP2

1.41s V4.2.2-HBASE-0.98.7-HADOOP2

1.05s V4.3.0-HBASE-0.98.7-HADOOP2

0.89s 4.3-HBASE-0.98.7-HADOOP2

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

2.97s V4.1.0-HBASE-0.98.7-HADOOP2

1.49s V4.2.2-HBASE-0.98.7-HADOOP2

1.3s V4.3.0-HBASE-0.98.7-HADOOP2

1.28s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from AGGREGATION_TABLE where core > 90

1.56s V4.1.0-HBASE-0.98.7-HADOOP2

1.31s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

0.9s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from WIDE_PK

1.91s V4.1.0-HBASE-0.98.7-HADOOP2

1.07s V4.2.2-HBASE-0.98.7-HADOOP2

1.12s V4.3.0-HBASE-0.98.7-HADOOP2

1.08s 4.3-HBASE-0.98.7-HADOOP2

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.1s V4.1.0-HBASE-0.98.7-HADOOP2

1.05s V4.2.2-HBASE-0.98.7-HADOOP2

1.42s V4.3.0-HBASE-0.98.7-HADOOP2

1.43s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF where f < 10000

1.52s V4.1.0-HBASE-0.98.7-HADOOP2

0.78s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

1.02s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from WIDE_PK where column2<10

2.29s V4.1.0-HBASE-0.98.7-HADOOP2

1.38s V4.2.2-HBASE-0.98.7-HADOOP2

1.45s V4.3.0-HBASE-0.98.7-HADOOP2

1.48s 4.3-HBASE-0.98.7-HADOOP2

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

2.74s V4.1.0-HBASE-0.98.7-HADOOP2

1.54s V4.2.2-HBASE-0.98.7-HADOOP2

1.69s V4.3.0-HBASE-0.98.7-HADOOP2

1.72s 4.3-HBASE-0.98.7-HADOOP2

ColumnFamilies-Single

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

0.52s V4.1.0-HBASE-0.98.7-HADOOP2

0.27s V4.2.2-HBASE-0.98.7-HADOOP2

0.66s V4.3.0-HBASE-0.98.7-HADOOP2

0.72s 4.3-HBASE-0.98.7-HADOOP2

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

0.42s V4.1.0-HBASE-0.98.7-HADOOP2

0.19s V4.2.2-HBASE-0.98.7-HADOOP2

0.62s V4.3.0-HBASE-0.98.7-HADOOP2

0.58s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF where f < 1000

1.32s V4.1.0-HBASE-0.98.7-HADOOP2

0.71s V4.2.2-HBASE-0.98.7-HADOOP2

0.91s V4.3.0-HBASE-0.98.7-HADOOP2

0.88s 4.3-HBASE-0.98.7-HADOOP2

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

1.96s V4.1.0-HBASE-0.98.7-HADOOP2

0.98s V4.2.2-HBASE-0.98.7-HADOOP2

1.32s V4.3.0-HBASE-0.98.7-HADOOP2

1.26s 4.3-HBASE-0.98.7-HADOOP2

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

4.26s V4.1.0-HBASE-0.98.7-HADOOP2

2.02s V4.2.2-HBASE-0.98.7-HADOOP2

2.75s V4.3.0-HBASE-0.98.7-HADOOP2

2.92s 4.3-HBASE-0.98.7-HADOOP2

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

1.28s V4.1.0-HBASE-0.98.7-HADOOP2

0.56s V4.2.2-HBASE-0.98.7-HADOOP2

0.76s V4.3.0-HBASE-0.98.7-HADOOP2

0.84s 4.3-HBASE-0.98.7-HADOOP2

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

1.15s V4.1.0-HBASE-0.98.7-HADOOP2

0.53s V4.2.2-HBASE-0.98.7-HADOOP2

0.73s V4.3.0-HBASE-0.98.7-HADOOP2

0.67s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF where f < 1000

1.95s V4.1.0-HBASE-0.98.7-HADOOP2

1.29s V4.2.2-HBASE-0.98.7-HADOOP2

1.33s V4.3.0-HBASE-0.98.7-HADOOP2

1.35s 4.3-HBASE-0.98.7-HADOOP2

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

2.24s V4.1.0-HBASE-0.98.7-HADOOP2

1.16s V4.2.2-HBASE-0.98.7-HADOOP2

1.41s V4.3.0-HBASE-0.98.7-HADOOP2

1.53s 4.3-HBASE-0.98.7-HADOOP2

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

1.58s V4.1.0-HBASE-0.98.7-HADOOP2

0.75s V4.2.2-HBASE-0.98.7-HADOOP2

0.91s V4.3.0-HBASE-0.98.7-HADOOP2

1.08s 4.3-HBASE-0.98.7-HADOOP2

Count Distinct

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

4.68s V4.1.0-HBASE-0.98.7-HADOOP2

2.44s V4.2.2-HBASE-0.98.7-HADOOP2

2.32s V4.3.0-HBASE-0.98.7-HADOOP2

2.28s 4.3-HBASE-0.98.7-HADOOP2

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

1.8s V4.1.0-HBASE-0.98.7-HADOOP2

1.97s V4.2.2-HBASE-0.98.7-HADOOP2

1.86s V4.3.0-HBASE-0.98.7-HADOOP2

1.91s 4.3-HBASE-0.98.7-HADOOP2

IN/LIKE Clause

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

1.51s V4.1.0-HBASE-0.98.7-HADOOP2

1.34s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

0.92s 4.3-HBASE-0.98.7-HADOOP2

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

0.47s V4.1.0-HBASE-0.98.7-HADOOP2

0.24s V4.2.2-HBASE-0.98.7-HADOOP2

0.22s V4.3.0-HBASE-0.98.7-HADOOP2

0.14s 4.3-HBASE-0.98.7-HADOOP2

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

0.01s V4.1.0-HBASE-0.98.7-HADOOP2

0.01s V4.2.2-HBASE-0.98.7-HADOOP2

0.01s V4.3.0-HBASE-0.98.7-HADOOP2

0.01s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.01s V4.2.2-HBASE-0.98.7-HADOOP2

0.01s V4.3.0-HBASE-0.98.7-HADOOP2

0.01s 4.3-HBASE-0.98.7-HADOOP2

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

1.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.8s V4.2.2-HBASE-0.98.7-HADOOP2

0.81s V4.3.0-HBASE-0.98.7-HADOOP2

0.99s 4.3-HBASE-0.98.7-HADOOP2

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%')

1.01s V4.1.0-HBASE-0.98.7-HADOOP2

0.69s V4.2.2-HBASE-0.98.7-HADOOP2

0.68s V4.3.0-HBASE-0.98.7-HADOOP2

0.88s 4.3-HBASE-0.98.7-HADOOP2

Index

select count(*) from INDEXED_TABLE

0.29s V4.1.0-HBASE-0.98.7-HADOOP2

0.22s V4.2.2-HBASE-0.98.7-HADOOP2

0.24s V4.3.0-HBASE-0.98.7-HADOOP2

0.24s 4.3-HBASE-0.98.7-HADOOP2

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

0.67s V4.1.0-HBASE-0.98.7-HADOOP2

0.66s V4.2.2-HBASE-0.98.7-HADOOP2

0.37s V4.3.0-HBASE-0.98.7-HADOOP2

0.37s 4.3-HBASE-0.98.7-HADOOP2

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

0.26s V4.1.0-HBASE-0.98.7-HADOOP2

0.22s V4.2.2-HBASE-0.98.7-HADOOP2

0.24s V4.3.0-HBASE-0.98.7-HADOOP2

0.24s 4.3-HBASE-0.98.7-HADOOP2

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

0.82s V4.1.0-HBASE-0.98.7-HADOOP2

0.6s V4.2.2-HBASE-0.98.7-HADOOP2

0.88s V4.3.0-HBASE-0.98.7-HADOOP2

0.8s 4.3-HBASE-0.98.7-HADOOP2

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

0.18s V4.1.0-HBASE-0.98.7-HADOOP2

0.14s V4.2.2-HBASE-0.98.7-HADOOP2

0.18s V4.3.0-HBASE-0.98.7-HADOOP2

0.19s 4.3-HBASE-0.98.7-HADOOP2

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

1.51s V4.1.0-HBASE-0.98.7-HADOOP2

1.37s V4.2.2-HBASE-0.98.7-HADOOP2

1.34s V4.3.0-HBASE-0.98.7-HADOOP2

1.28s 4.3-HBASE-0.98.7-HADOOP2

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

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.05s V4.3.0-HBASE-0.98.7-HADOOP2

0.05s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.01s V4.2.2-HBASE-0.98.7-HADOOP2

0.02s V4.3.0-HBASE-0.98.7-HADOOP2

0.02s 4.3-HBASE-0.98.7-HADOOP2

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

1.38s V4.1.0-HBASE-0.98.7-HADOOP2

1.23s V4.2.2-HBASE-0.98.7-HADOOP2

1.21s V4.3.0-HBASE-0.98.7-HADOOP2

1.09s 4.3-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s V4.2.2-HBASE-0.98.7-HADOOP2

0.06s V4.3.0-HBASE-0.98.7-HADOOP2

0.06s 4.3-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.03s 4.3-HBASE-0.98.7-HADOOP2

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

1.38s V4.1.0-HBASE-0.98.7-HADOOP2

1.23s V4.2.2-HBASE-0.98.7-HADOOP2

1.14s V4.3.0-HBASE-0.98.7-HADOOP2

1.11s 4.3-HBASE-0.98.7-HADOOP2

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

0.13s V4.1.0-HBASE-0.98.7-HADOOP2

0.13s V4.2.2-HBASE-0.98.7-HADOOP2

0.15s V4.3.0-HBASE-0.98.7-HADOOP2

0.14s 4.3-HBASE-0.98.7-HADOOP2

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

0.56s V4.1.0-HBASE-0.98.7-HADOOP2

0.61s V4.2.2-HBASE-0.98.7-HADOOP2

8.97s V4.3.0-HBASE-0.98.7-HADOOP2

9.78s 4.3-HBASE-0.98.7-HADOOP2

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

0.11s V4.1.0-HBASE-0.98.7-HADOOP2

0.11s V4.2.2-HBASE-0.98.7-HADOOP2

9.12s V4.3.0-HBASE-0.98.7-HADOOP2

9.28s 4.3-HBASE-0.98.7-HADOOP2

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

1.63s V4.1.0-HBASE-0.98.7-HADOOP2

1.31s V4.2.2-HBASE-0.98.7-HADOOP2

1.34s V4.3.0-HBASE-0.98.7-HADOOP2

1.26s 4.3-HBASE-0.98.7-HADOOP2

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

0.44s V4.1.0-HBASE-0.98.7-HADOOP2

0.43s V4.2.2-HBASE-0.98.7-HADOOP2

0.6s V4.3.0-HBASE-0.98.7-HADOOP2

0.64s 4.3-HBASE-0.98.7-HADOOP2

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

1.38s V4.1.0-HBASE-0.98.7-HADOOP2

1.04s V4.2.2-HBASE-0.98.7-HADOOP2

1s V4.3.0-HBASE-0.98.7-HADOOP2

1s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE where core > 90

0.07s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s V4.2.2-HBASE-0.98.7-HADOOP2

0.06s V4.3.0-HBASE-0.98.7-HADOOP2

0.07s 4.3-HBASE-0.98.7-HADOOP2

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

1.47s V4.1.0-HBASE-0.98.7-HADOOP2

1.24s V4.2.2-HBASE-0.98.7-HADOOP2

1.16s V4.3.0-HBASE-0.98.7-HADOOP2

1.08s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE where core > 0

0.41s V4.1.0-HBASE-0.98.7-HADOOP2

0.3s V4.2.2-HBASE-0.98.7-HADOOP2

0.36s V4.3.0-HBASE-0.98.7-HADOOP2

0.36s 4.3-HBASE-0.98.7-HADOOP2

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

1.14s V4.1.0-HBASE-0.98.7-HADOOP2

0.86s V4.2.2-HBASE-0.98.7-HADOOP2

0.82s V4.3.0-HBASE-0.98.7-HADOOP2

0.8s 4.3-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.05s 4.3-HBASE-0.98.7-HADOOP2

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

2.48s V4.1.0-HBASE-0.98.7-HADOOP2

2.02s V4.2.2-HBASE-0.98.7-HADOOP2

1.89s V4.3.0-HBASE-0.98.7-HADOOP2

1.97s 4.3-HBASE-0.98.7-HADOOP2

select db from INDEXED_TABLE order by db limit 10

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

1.25s V4.1.0-HBASE-0.98.7-HADOOP2

1.02s V4.2.2-HBASE-0.98.7-HADOOP2

1.04s V4.3.0-HBASE-0.98.7-HADOOP2

1.01s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from INDEXED_TABLE_MUTABLE

0.53s V4.1.0-HBASE-0.98.7-HADOOP2

0.49s V4.2.2-HBASE-0.98.7-HADOOP2

0.52s V4.3.0-HBASE-0.98.7-HADOOP2

0.52s 4.3-HBASE-0.98.7-HADOOP2

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

1.42s V4.1.0-HBASE-0.98.7-HADOOP2

1.07s V4.2.2-HBASE-0.98.7-HADOOP2

0.44s V4.3.0-HBASE-0.98.7-HADOOP2

0.64s 4.3-HBASE-0.98.7-HADOOP2

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

0.5s V4.1.0-HBASE-0.98.7-HADOOP2

0.53s V4.2.2-HBASE-0.98.7-HADOOP2

0.56s V4.3.0-HBASE-0.98.7-HADOOP2

0.52s 4.3-HBASE-0.98.7-HADOOP2

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

0.86s V4.1.0-HBASE-0.98.7-HADOOP2

0.63s V4.2.2-HBASE-0.98.7-HADOOP2

0.73s V4.3.0-HBASE-0.98.7-HADOOP2

0.64s 4.3-HBASE-0.98.7-HADOOP2

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

0.42s V4.1.0-HBASE-0.98.7-HADOOP2

0.14s V4.2.2-HBASE-0.98.7-HADOOP2

0.17s V4.3.0-HBASE-0.98.7-HADOOP2

0.17s 4.3-HBASE-0.98.7-HADOOP2

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

1.61s V4.1.0-HBASE-0.98.7-HADOOP2

1.4s V4.2.2-HBASE-0.98.7-HADOOP2

1.21s V4.3.0-HBASE-0.98.7-HADOOP2

1.06s 4.3-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.02s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.01s V4.2.2-HBASE-0.98.7-HADOOP2

0.02s V4.3.0-HBASE-0.98.7-HADOOP2

0.02s 4.3-HBASE-0.98.7-HADOOP2

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

1.45s V4.1.0-HBASE-0.98.7-HADOOP2

1.26s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

0.99s 4.3-HBASE-0.98.7-HADOOP2

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

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s V4.2.2-HBASE-0.98.7-HADOOP2

0.05s V4.3.0-HBASE-0.98.7-HADOOP2

0.06s 4.3-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.02s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.03s 4.3-HBASE-0.98.7-HADOOP2

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

1.4s V4.1.0-HBASE-0.98.7-HADOOP2

1.16s V4.2.2-HBASE-0.98.7-HADOOP2

1s V4.3.0-HBASE-0.98.7-HADOOP2

0.96s 4.3-HBASE-0.98.7-HADOOP2

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

0.4s V4.1.0-HBASE-0.98.7-HADOOP2

0.11s V4.2.2-HBASE-0.98.7-HADOOP2

0.13s V4.3.0-HBASE-0.98.7-HADOOP2

0.14s 4.3-HBASE-0.98.7-HADOOP2

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

0.32s V4.1.0-HBASE-0.98.7-HADOOP2

0.5s V4.2.2-HBASE-0.98.7-HADOOP2

8.95s V4.3.0-HBASE-0.98.7-HADOOP2

9.05s 4.3-HBASE-0.98.7-HADOOP2

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

0.42s V4.1.0-HBASE-0.98.7-HADOOP2

0.09s V4.2.2-HBASE-0.98.7-HADOOP2

8.7s V4.3.0-HBASE-0.98.7-HADOOP2

9.36s 4.3-HBASE-0.98.7-HADOOP2

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

1.66s V4.1.0-HBASE-0.98.7-HADOOP2

1.34s V4.2.2-HBASE-0.98.7-HADOOP2

1.1s V4.3.0-HBASE-0.98.7-HADOOP2

1.08s 4.3-HBASE-0.98.7-HADOOP2

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

0.78s V4.1.0-HBASE-0.98.7-HADOOP2

0.45s V4.2.2-HBASE-0.98.7-HADOOP2

0.61s V4.3.0-HBASE-0.98.7-HADOOP2

0.67s 4.3-HBASE-0.98.7-HADOOP2

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

1.26s V4.1.0-HBASE-0.98.7-HADOOP2

1.08s V4.2.2-HBASE-0.98.7-HADOOP2

0.8s V4.3.0-HBASE-0.98.7-HADOOP2

0.73s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s V4.2.2-HBASE-0.98.7-HADOOP2

0.05s V4.3.0-HBASE-0.98.7-HADOOP2

0.06s 4.3-HBASE-0.98.7-HADOOP2

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

1.42s V4.1.0-HBASE-0.98.7-HADOOP2

1.24s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

0.99s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.42s V4.1.0-HBASE-0.98.7-HADOOP2

0.29s V4.2.2-HBASE-0.98.7-HADOOP2

0.33s V4.3.0-HBASE-0.98.7-HADOOP2

0.28s 4.3-HBASE-0.98.7-HADOOP2

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

1.13s V4.1.0-HBASE-0.98.7-HADOOP2

0.88s V4.2.2-HBASE-0.98.7-HADOOP2

0.67s V4.3.0-HBASE-0.98.7-HADOOP2

0.61s 4.3-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

2.53s V4.1.0-HBASE-0.98.7-HADOOP2

2.06s V4.2.2-HBASE-0.98.7-HADOOP2

1.61s V4.3.0-HBASE-0.98.7-HADOOP2

1.65s 4.3-HBASE-0.98.7-HADOOP2

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.41s V4.1.0-HBASE-0.98.7-HADOOP2

0.39s V4.2.2-HBASE-0.98.7-HADOOP2

0.41s V4.3.0-HBASE-0.98.7-HADOOP2

0.43s 4.3-HBASE-0.98.7-HADOOP2

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

1.38s V4.1.0-HBASE-0.98.7-HADOOP2

1.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.88s V4.3.0-HBASE-0.98.7-HADOOP2

0.73s 4.3-HBASE-0.98.7-HADOOP2

Index Creation After Data

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

40.59s V4.1.0-HBASE-0.98.7-HADOOP2

43.79s V4.2.2-HBASE-0.98.7-HADOOP2

33.94s V4.3.0-HBASE-0.98.7-HADOOP2

38.33s 4.3-HBASE-0.98.7-HADOOP2

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

52.58s V4.1.0-HBASE-0.98.7-HADOOP2

27.45s V4.2.2-HBASE-0.98.7-HADOOP2

38.04s V4.3.0-HBASE-0.98.7-HADOOP2

32.04s 4.3-HBASE-0.98.7-HADOOP2

LIMIT

select * from AGGREGATION_TABLE LIMIT 100

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.02s V4.2.2-HBASE-0.98.7-HADOOP2

0.01s V4.3.0-HBASE-0.98.7-HADOOP2

0.01s 4.3-HBASE-0.98.7-HADOOP2

Large Group By

select count(*) from TABLE_6CF group by A

0.61s V4.1.0-HBASE-0.98.7-HADOOP2

0.35s V4.2.2-HBASE-0.98.7-HADOOP2

0.37s V4.3.0-HBASE-0.98.7-HADOOP2

0.41s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF group by B

2.36s V4.1.0-HBASE-0.98.7-HADOOP2

1.28s V4.2.2-HBASE-0.98.7-HADOOP2

1.64s V4.3.0-HBASE-0.98.7-HADOOP2

1.6s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF group by A

1.25s V4.1.0-HBASE-0.98.7-HADOOP2

0.74s V4.2.2-HBASE-0.98.7-HADOOP2

0.78s V4.3.0-HBASE-0.98.7-HADOOP2

0.88s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF group by B

1.3s V4.1.0-HBASE-0.98.7-HADOOP2

1.74s V4.2.2-HBASE-0.98.7-HADOOP2

1.39s V4.3.0-HBASE-0.98.7-HADOOP2

1.52s 4.3-HBASE-0.98.7-HADOOP2

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.88s V4.1.0-HBASE-0.98.7-HADOOP2

109.81s V4.2.2-HBASE-0.98.7-HADOOP2

117.92s V4.3.0-HBASE-0.98.7-HADOOP2

113.98s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

95.55s V4.1.0-HBASE-0.98.7-HADOOP2

85.05s V4.2.2-HBASE-0.98.7-HADOOP2

87.13s V4.3.0-HBASE-0.98.7-HADOOP2

88.76s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA INDEXED_TABLE [2000000 ROWS]

450.21s V4.1.0-HBASE-0.98.7-HADOOP2

561.61s V4.2.2-HBASE-0.98.7-HADOOP2

559.02s V4.3.0-HBASE-0.98.7-HADOOP2

571.92s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

571.2s V4.1.0-HBASE-0.98.7-HADOOP2

542.53s V4.2.2-HBASE-0.98.7-HADOOP2

497.8s V4.3.0-HBASE-0.98.7-HADOOP2

515.66s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA TABLE_6CF [2000000 ROWS]

113.2s V4.1.0-HBASE-0.98.7-HADOOP2

104.94s V4.2.2-HBASE-0.98.7-HADOOP2

104.83s V4.3.0-HBASE-0.98.7-HADOOP2

109.25s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA SALTED_TABLE [2000000 ROWS]

112.26s V4.1.0-HBASE-0.98.7-HADOOP2

101.02s V4.2.2-HBASE-0.98.7-HADOOP2

105.92s V4.3.0-HBASE-0.98.7-HADOOP2

104.32s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA TABLE_1CF [2000000 ROWS]

99.95s V4.1.0-HBASE-0.98.7-HADOOP2

92.09s V4.2.2-HBASE-0.98.7-HADOOP2

94.1s V4.3.0-HBASE-0.98.7-HADOOP2

94.6s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA WIDE_PK [2000000 ROWS]

217.61s V4.1.0-HBASE-0.98.7-HADOOP2

211.36s V4.2.2-HBASE-0.98.7-HADOOP2

216.31s V4.3.0-HBASE-0.98.7-HADOOP2

212.59s 4.3-HBASE-0.98.7-HADOOP2

Percentile

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

3.36s V4.1.0-HBASE-0.98.7-HADOOP2

1.77s V4.2.2-HBASE-0.98.7-HADOOP2

1.67s V4.3.0-HBASE-0.98.7-HADOOP2

1.67s 4.3-HBASE-0.98.7-HADOOP2

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

3.3s V4.1.0-HBASE-0.98.7-HADOOP2

1.77s V4.2.2-HBASE-0.98.7-HADOOP2

1.65s V4.3.0-HBASE-0.98.7-HADOOP2

1.64s 4.3-HBASE-0.98.7-HADOOP2

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

4.7s V4.1.0-HBASE-0.98.7-HADOOP2

2.38s V4.2.2-HBASE-0.98.7-HADOOP2

2.34s V4.3.0-HBASE-0.98.7-HADOOP2

2.37s 4.3-HBASE-0.98.7-HADOOP2

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

1.88s V4.1.0-HBASE-0.98.7-HADOOP2

2s V4.2.2-HBASE-0.98.7-HADOOP2

1.99s V4.3.0-HBASE-0.98.7-HADOOP2

2s 4.3-HBASE-0.98.7-HADOOP2

Reverse Scan

select * from WIDE_PK order by mypk DESC limit 10

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.08s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.03s 4.3-HBASE-0.98.7-HADOOP2

Salting

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

0.74s V4.1.0-HBASE-0.98.7-HADOOP2

0.36s V4.2.2-HBASE-0.98.7-HADOOP2

0.49s V4.3.0-HBASE-0.98.7-HADOOP2

0.51s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from SALTED_TABLE where D < 1000

1.09s V4.1.0-HBASE-0.98.7-HADOOP2

0.87s V4.2.2-HBASE-0.98.7-HADOOP2

0.72s V4.3.0-HBASE-0.98.7-HADOOP2

0.71s 4.3-HBASE-0.98.7-HADOOP2

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

3.21s V4.1.0-HBASE-0.98.7-HADOOP2

1.44s V4.2.2-HBASE-0.98.7-HADOOP2

1.44s V4.3.0-HBASE-0.98.7-HADOOP2

1.4s 4.3-HBASE-0.98.7-HADOOP2

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 ('EU','NA')

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

0.72s V4.1.0-HBASE-0.98.7-HADOOP2

0.34s V4.2.2-HBASE-0.98.7-HADOOP2

0.51s V4.3.0-HBASE-0.98.7-HADOOP2

0.53s 4.3-HBASE-0.98.7-HADOOP2

select count(1) from AGGREGATION_TABLE group by HOST

0.77s V4.1.0-HBASE-0.98.7-HADOOP2

0.38s V4.2.2-HBASE-0.98.7-HADOOP2

0.56s V4.3.0-HBASE-0.98.7-HADOOP2

0.57s 4.3-HBASE-0.98.7-HADOOP2

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

0.94s V4.1.0-HBASE-0.98.7-HADOOP2

0.59s V4.2.2-HBASE-0.98.7-HADOOP2

0.56s V4.3.0-HBASE-0.98.7-HADOOP2

0.56s 4.3-HBASE-0.98.7-HADOOP2

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

3.41s V4.1.0-HBASE-0.98.7-HADOOP2

1.59s V4.2.2-HBASE-0.98.7-HADOOP2

1.63s V4.3.0-HBASE-0.98.7-HADOOP2

1.6s 4.3-HBASE-0.98.7-HADOOP2

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

3.67s V4.1.0-HBASE-0.98.7-HADOOP2

0.96s V4.2.2-HBASE-0.98.7-HADOOP2

0.95s V4.3.0-HBASE-0.98.7-HADOOP2

0.93s 4.3-HBASE-0.98.7-HADOOP2

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

1.64s V4.1.0-HBASE-0.98.7-HADOOP2

1.26s V4.2.2-HBASE-0.98.7-HADOOP2

0.95s V4.3.0-HBASE-0.98.7-HADOOP2

0.9s 4.3-HBASE-0.98.7-HADOOP2

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)

3.35s V4.1.0-HBASE-0.98.7-HADOOP2

1.61s V4.2.2-HBASE-0.98.7-HADOOP2

1.57s V4.3.0-HBASE-0.98.7-HADOOP2

1.6s 4.3-HBASE-0.98.7-HADOOP2

select count(active_visitor) count from AGGREGATION_TABLE

3.04s V4.1.0-HBASE-0.98.7-HADOOP2

1.38s V4.2.2-HBASE-0.98.7-HADOOP2

1.37s V4.3.0-HBASE-0.98.7-HADOOP2

1.32s 4.3-HBASE-0.98.7-HADOOP2

select count(distinct active_visitor) count from AGGREGATION_TABLE

3.48s V4.1.0-HBASE-0.98.7-HADOOP2

1.74s V4.2.2-HBASE-0.98.7-HADOOP2

1.73s V4.3.0-HBASE-0.98.7-HADOOP2

1.72s 4.3-HBASE-0.98.7-HADOOP2

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

3.36s V4.1.0-HBASE-0.98.7-HADOOP2

1.77s V4.2.2-HBASE-0.98.7-HADOOP2

1.67s V4.3.0-HBASE-0.98.7-HADOOP2

1.67s 4.3-HBASE-0.98.7-HADOOP2

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

3.3s V4.1.0-HBASE-0.98.7-HADOOP2

1.77s V4.2.2-HBASE-0.98.7-HADOOP2

1.65s V4.3.0-HBASE-0.98.7-HADOOP2

1.64s 4.3-HBASE-0.98.7-HADOOP2

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

4.13s V4.1.0-HBASE-0.98.7-HADOOP2

1.83s V4.2.2-HBASE-0.98.7-HADOOP2

1.84s V4.3.0-HBASE-0.98.7-HADOOP2

1.79s 4.3-HBASE-0.98.7-HADOOP2

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

4.68s V4.1.0-HBASE-0.98.7-HADOOP2

2.44s V4.2.2-HBASE-0.98.7-HADOOP2

2.32s V4.3.0-HBASE-0.98.7-HADOOP2

2.28s 4.3-HBASE-0.98.7-HADOOP2

4.7s V4.1.0-HBASE-0.98.7-HADOOP2

2.38s V4.2.2-HBASE-0.98.7-HADOOP2

2.34s V4.3.0-HBASE-0.98.7-HADOOP2

2.37s 4.3-HBASE-0.98.7-HADOOP2

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

1s V4.1.0-HBASE-0.98.7-HADOOP2

0.55s V4.2.2-HBASE-0.98.7-HADOOP2

0.54s V4.3.0-HBASE-0.98.7-HADOOP2

0.53s 4.3-HBASE-0.98.7-HADOOP2

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

1.8s V4.1.0-HBASE-0.98.7-HADOOP2

1.97s V4.2.2-HBASE-0.98.7-HADOOP2

1.86s V4.3.0-HBASE-0.98.7-HADOOP2

1.91s 4.3-HBASE-0.98.7-HADOOP2

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

1.88s V4.1.0-HBASE-0.98.7-HADOOP2

2s V4.2.2-HBASE-0.98.7-HADOOP2

1.99s V4.3.0-HBASE-0.98.7-HADOOP2

2s 4.3-HBASE-0.98.7-HADOOP2

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

1.51s V4.1.0-HBASE-0.98.7-HADOOP2

1.34s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

0.92s 4.3-HBASE-0.98.7-HADOOP2

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

1.74s V4.1.0-HBASE-0.98.7-HADOOP2

1.41s V4.2.2-HBASE-0.98.7-HADOOP2

1.05s V4.3.0-HBASE-0.98.7-HADOOP2

0.89s 4.3-HBASE-0.98.7-HADOOP2

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

2.97s V4.1.0-HBASE-0.98.7-HADOOP2

1.49s V4.2.2-HBASE-0.98.7-HADOOP2

1.3s V4.3.0-HBASE-0.98.7-HADOOP2

1.28s 4.3-HBASE-0.98.7-HADOOP2

select * from AGGREGATION_TABLE LIMIT 100

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.02s V4.2.2-HBASE-0.98.7-HADOOP2

0.01s V4.3.0-HBASE-0.98.7-HADOOP2

0.01s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from AGGREGATION_TABLE where core > 90

1.56s V4.1.0-HBASE-0.98.7-HADOOP2

1.31s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

0.9s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.88s V4.1.0-HBASE-0.98.7-HADOOP2

109.81s V4.2.2-HBASE-0.98.7-HADOOP2

117.92s V4.3.0-HBASE-0.98.7-HADOOP2

113.98s 4.3-HBASE-0.98.7-HADOOP2

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')

0.47s V4.1.0-HBASE-0.98.7-HADOOP2

0.24s V4.2.2-HBASE-0.98.7-HADOOP2

0.22s V4.3.0-HBASE-0.98.7-HADOOP2

0.14s 4.3-HBASE-0.98.7-HADOOP2

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

0.01s V4.1.0-HBASE-0.98.7-HADOOP2

0.01s V4.2.2-HBASE-0.98.7-HADOOP2

0.01s V4.3.0-HBASE-0.98.7-HADOOP2

0.01s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.01s V4.2.2-HBASE-0.98.7-HADOOP2

0.01s V4.3.0-HBASE-0.98.7-HADOOP2

0.01s 4.3-HBASE-0.98.7-HADOOP2

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

1.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.8s V4.2.2-HBASE-0.98.7-HADOOP2

0.81s V4.3.0-HBASE-0.98.7-HADOOP2

0.99s 4.3-HBASE-0.98.7-HADOOP2

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%')

1.01s V4.1.0-HBASE-0.98.7-HADOOP2

0.69s V4.2.2-HBASE-0.98.7-HADOOP2

0.68s V4.3.0-HBASE-0.98.7-HADOOP2

0.88s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

95.55s V4.1.0-HBASE-0.98.7-HADOOP2

85.05s V4.2.2-HBASE-0.98.7-HADOOP2

87.13s V4.3.0-HBASE-0.98.7-HADOOP2

88.76s 4.3-HBASE-0.98.7-HADOOP2

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

0.29s V4.1.0-HBASE-0.98.7-HADOOP2

0.22s V4.2.2-HBASE-0.98.7-HADOOP2

0.24s V4.3.0-HBASE-0.98.7-HADOOP2

0.24s 4.3-HBASE-0.98.7-HADOOP2

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

0.67s V4.1.0-HBASE-0.98.7-HADOOP2

0.66s V4.2.2-HBASE-0.98.7-HADOOP2

0.37s V4.3.0-HBASE-0.98.7-HADOOP2

0.37s 4.3-HBASE-0.98.7-HADOOP2

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

0.26s V4.1.0-HBASE-0.98.7-HADOOP2

0.22s V4.2.2-HBASE-0.98.7-HADOOP2

0.24s V4.3.0-HBASE-0.98.7-HADOOP2

0.24s 4.3-HBASE-0.98.7-HADOOP2

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

0.82s V4.1.0-HBASE-0.98.7-HADOOP2

0.6s V4.2.2-HBASE-0.98.7-HADOOP2

0.88s V4.3.0-HBASE-0.98.7-HADOOP2

0.8s 4.3-HBASE-0.98.7-HADOOP2

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

0.18s V4.1.0-HBASE-0.98.7-HADOOP2

0.14s V4.2.2-HBASE-0.98.7-HADOOP2

0.18s V4.3.0-HBASE-0.98.7-HADOOP2

0.19s 4.3-HBASE-0.98.7-HADOOP2

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

1.51s V4.1.0-HBASE-0.98.7-HADOOP2

1.37s V4.2.2-HBASE-0.98.7-HADOOP2

1.34s V4.3.0-HBASE-0.98.7-HADOOP2

1.28s 4.3-HBASE-0.98.7-HADOOP2

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

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.05s V4.3.0-HBASE-0.98.7-HADOOP2

0.05s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.01s V4.2.2-HBASE-0.98.7-HADOOP2

0.02s V4.3.0-HBASE-0.98.7-HADOOP2

0.02s 4.3-HBASE-0.98.7-HADOOP2

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

1.38s V4.1.0-HBASE-0.98.7-HADOOP2

1.23s V4.2.2-HBASE-0.98.7-HADOOP2

1.21s V4.3.0-HBASE-0.98.7-HADOOP2

1.09s 4.3-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s V4.2.2-HBASE-0.98.7-HADOOP2

0.06s V4.3.0-HBASE-0.98.7-HADOOP2

0.06s 4.3-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.03s 4.3-HBASE-0.98.7-HADOOP2

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

1.38s V4.1.0-HBASE-0.98.7-HADOOP2

1.23s V4.2.2-HBASE-0.98.7-HADOOP2

1.14s V4.3.0-HBASE-0.98.7-HADOOP2

1.11s 4.3-HBASE-0.98.7-HADOOP2

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

0.13s V4.1.0-HBASE-0.98.7-HADOOP2

0.13s V4.2.2-HBASE-0.98.7-HADOOP2

0.15s V4.3.0-HBASE-0.98.7-HADOOP2

0.14s 4.3-HBASE-0.98.7-HADOOP2

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

0.56s V4.1.0-HBASE-0.98.7-HADOOP2

0.61s V4.2.2-HBASE-0.98.7-HADOOP2

8.97s V4.3.0-HBASE-0.98.7-HADOOP2

9.78s 4.3-HBASE-0.98.7-HADOOP2

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

0.11s V4.1.0-HBASE-0.98.7-HADOOP2

0.11s V4.2.2-HBASE-0.98.7-HADOOP2

9.12s V4.3.0-HBASE-0.98.7-HADOOP2

9.28s 4.3-HBASE-0.98.7-HADOOP2

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

1.63s V4.1.0-HBASE-0.98.7-HADOOP2

1.31s V4.2.2-HBASE-0.98.7-HADOOP2

1.34s V4.3.0-HBASE-0.98.7-HADOOP2

1.26s 4.3-HBASE-0.98.7-HADOOP2

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

0.44s V4.1.0-HBASE-0.98.7-HADOOP2

0.43s V4.2.2-HBASE-0.98.7-HADOOP2

0.6s V4.3.0-HBASE-0.98.7-HADOOP2

0.64s 4.3-HBASE-0.98.7-HADOOP2

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

1.38s V4.1.0-HBASE-0.98.7-HADOOP2

1.04s V4.2.2-HBASE-0.98.7-HADOOP2

1s V4.3.0-HBASE-0.98.7-HADOOP2

1s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE where core > 90

0.07s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s V4.2.2-HBASE-0.98.7-HADOOP2

0.06s V4.3.0-HBASE-0.98.7-HADOOP2

0.07s 4.3-HBASE-0.98.7-HADOOP2

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

1.47s V4.1.0-HBASE-0.98.7-HADOOP2

1.24s V4.2.2-HBASE-0.98.7-HADOOP2

1.16s V4.3.0-HBASE-0.98.7-HADOOP2

1.08s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE where core > 0

0.41s V4.1.0-HBASE-0.98.7-HADOOP2

0.3s V4.2.2-HBASE-0.98.7-HADOOP2

0.36s V4.3.0-HBASE-0.98.7-HADOOP2

0.36s 4.3-HBASE-0.98.7-HADOOP2

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

1.14s V4.1.0-HBASE-0.98.7-HADOOP2

0.86s V4.2.2-HBASE-0.98.7-HADOOP2

0.82s V4.3.0-HBASE-0.98.7-HADOOP2

0.8s 4.3-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.05s 4.3-HBASE-0.98.7-HADOOP2

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

2.48s V4.1.0-HBASE-0.98.7-HADOOP2

2.02s V4.2.2-HBASE-0.98.7-HADOOP2

1.89s V4.3.0-HBASE-0.98.7-HADOOP2

1.97s 4.3-HBASE-0.98.7-HADOOP2

select db from INDEXED_TABLE order by db limit 10

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

1.25s V4.1.0-HBASE-0.98.7-HADOOP2

1.02s V4.2.2-HBASE-0.98.7-HADOOP2

1.04s V4.3.0-HBASE-0.98.7-HADOOP2

1.01s 4.3-HBASE-0.98.7-HADOOP2

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

40.59s V4.1.0-HBASE-0.98.7-HADOOP2

43.79s V4.2.2-HBASE-0.98.7-HADOOP2

33.94s V4.3.0-HBASE-0.98.7-HADOOP2

38.33s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA INDEXED_TABLE [2000000 ROWS]

450.21s V4.1.0-HBASE-0.98.7-HADOOP2

561.61s V4.2.2-HBASE-0.98.7-HADOOP2

559.02s V4.3.0-HBASE-0.98.7-HADOOP2

571.92s 4.3-HBASE-0.98.7-HADOOP2

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

0.53s V4.1.0-HBASE-0.98.7-HADOOP2

0.49s V4.2.2-HBASE-0.98.7-HADOOP2

0.52s V4.3.0-HBASE-0.98.7-HADOOP2

0.52s 4.3-HBASE-0.98.7-HADOOP2

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

1.42s V4.1.0-HBASE-0.98.7-HADOOP2

1.07s V4.2.2-HBASE-0.98.7-HADOOP2

0.44s V4.3.0-HBASE-0.98.7-HADOOP2

0.64s 4.3-HBASE-0.98.7-HADOOP2

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

0.5s V4.1.0-HBASE-0.98.7-HADOOP2

0.53s V4.2.2-HBASE-0.98.7-HADOOP2

0.56s V4.3.0-HBASE-0.98.7-HADOOP2

0.52s 4.3-HBASE-0.98.7-HADOOP2

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

0.86s V4.1.0-HBASE-0.98.7-HADOOP2

0.63s V4.2.2-HBASE-0.98.7-HADOOP2

0.73s V4.3.0-HBASE-0.98.7-HADOOP2

0.64s 4.3-HBASE-0.98.7-HADOOP2

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

0.42s V4.1.0-HBASE-0.98.7-HADOOP2

0.14s V4.2.2-HBASE-0.98.7-HADOOP2

0.17s V4.3.0-HBASE-0.98.7-HADOOP2

0.17s 4.3-HBASE-0.98.7-HADOOP2

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

1.61s V4.1.0-HBASE-0.98.7-HADOOP2

1.4s V4.2.2-HBASE-0.98.7-HADOOP2

1.21s V4.3.0-HBASE-0.98.7-HADOOP2

1.06s 4.3-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.02s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.01s V4.2.2-HBASE-0.98.7-HADOOP2

0.02s V4.3.0-HBASE-0.98.7-HADOOP2

0.02s 4.3-HBASE-0.98.7-HADOOP2

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

1.45s V4.1.0-HBASE-0.98.7-HADOOP2

1.26s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

0.99s 4.3-HBASE-0.98.7-HADOOP2

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

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s V4.2.2-HBASE-0.98.7-HADOOP2

0.05s V4.3.0-HBASE-0.98.7-HADOOP2

0.06s 4.3-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

0.02s V4.1.0-HBASE-0.98.7-HADOOP2

0.02s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.03s 4.3-HBASE-0.98.7-HADOOP2

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

1.4s V4.1.0-HBASE-0.98.7-HADOOP2

1.16s V4.2.2-HBASE-0.98.7-HADOOP2

1s V4.3.0-HBASE-0.98.7-HADOOP2

0.96s 4.3-HBASE-0.98.7-HADOOP2

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

0.4s V4.1.0-HBASE-0.98.7-HADOOP2

0.11s V4.2.2-HBASE-0.98.7-HADOOP2

0.13s V4.3.0-HBASE-0.98.7-HADOOP2

0.14s 4.3-HBASE-0.98.7-HADOOP2

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

0.32s V4.1.0-HBASE-0.98.7-HADOOP2

0.5s V4.2.2-HBASE-0.98.7-HADOOP2

8.95s V4.3.0-HBASE-0.98.7-HADOOP2

9.05s 4.3-HBASE-0.98.7-HADOOP2

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

0.42s V4.1.0-HBASE-0.98.7-HADOOP2

0.09s V4.2.2-HBASE-0.98.7-HADOOP2

8.7s V4.3.0-HBASE-0.98.7-HADOOP2

9.36s 4.3-HBASE-0.98.7-HADOOP2

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

1.66s V4.1.0-HBASE-0.98.7-HADOOP2

1.34s V4.2.2-HBASE-0.98.7-HADOOP2

1.1s V4.3.0-HBASE-0.98.7-HADOOP2

1.08s 4.3-HBASE-0.98.7-HADOOP2

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

0.78s V4.1.0-HBASE-0.98.7-HADOOP2

0.45s V4.2.2-HBASE-0.98.7-HADOOP2

0.61s V4.3.0-HBASE-0.98.7-HADOOP2

0.67s 4.3-HBASE-0.98.7-HADOOP2

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

1.26s V4.1.0-HBASE-0.98.7-HADOOP2

1.08s V4.2.2-HBASE-0.98.7-HADOOP2

0.8s V4.3.0-HBASE-0.98.7-HADOOP2

0.73s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s V4.2.2-HBASE-0.98.7-HADOOP2

0.05s V4.3.0-HBASE-0.98.7-HADOOP2

0.06s 4.3-HBASE-0.98.7-HADOOP2

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

1.42s V4.1.0-HBASE-0.98.7-HADOOP2

1.24s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

0.99s 4.3-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.42s V4.1.0-HBASE-0.98.7-HADOOP2

0.29s V4.2.2-HBASE-0.98.7-HADOOP2

0.33s V4.3.0-HBASE-0.98.7-HADOOP2

0.28s 4.3-HBASE-0.98.7-HADOOP2

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

1.13s V4.1.0-HBASE-0.98.7-HADOOP2

0.88s V4.2.2-HBASE-0.98.7-HADOOP2

0.67s V4.3.0-HBASE-0.98.7-HADOOP2

0.61s 4.3-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.04s V4.3.0-HBASE-0.98.7-HADOOP2

0.04s 4.3-HBASE-0.98.7-HADOOP2

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

2.53s V4.1.0-HBASE-0.98.7-HADOOP2

2.06s V4.2.2-HBASE-0.98.7-HADOOP2

1.61s V4.3.0-HBASE-0.98.7-HADOOP2

1.65s 4.3-HBASE-0.98.7-HADOOP2

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.41s V4.1.0-HBASE-0.98.7-HADOOP2

0.39s V4.2.2-HBASE-0.98.7-HADOOP2

0.41s V4.3.0-HBASE-0.98.7-HADOOP2

0.43s 4.3-HBASE-0.98.7-HADOOP2

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

1.38s V4.1.0-HBASE-0.98.7-HADOOP2

1.03s V4.2.2-HBASE-0.98.7-HADOOP2

0.88s V4.3.0-HBASE-0.98.7-HADOOP2

0.73s 4.3-HBASE-0.98.7-HADOOP2

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

52.58s V4.1.0-HBASE-0.98.7-HADOOP2

27.45s V4.2.2-HBASE-0.98.7-HADOOP2

38.04s V4.3.0-HBASE-0.98.7-HADOOP2

32.04s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

571.2s V4.1.0-HBASE-0.98.7-HADOOP2

542.53s V4.2.2-HBASE-0.98.7-HADOOP2

497.8s V4.3.0-HBASE-0.98.7-HADOOP2

515.66s 4.3-HBASE-0.98.7-HADOOP2

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')

0.52s V4.1.0-HBASE-0.98.7-HADOOP2

0.27s V4.2.2-HBASE-0.98.7-HADOOP2

0.66s V4.3.0-HBASE-0.98.7-HADOOP2

0.72s 4.3-HBASE-0.98.7-HADOOP2

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

0.42s V4.1.0-HBASE-0.98.7-HADOOP2

0.19s V4.2.2-HBASE-0.98.7-HADOOP2

0.62s V4.3.0-HBASE-0.98.7-HADOOP2

0.58s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF where f < 1000

1.32s V4.1.0-HBASE-0.98.7-HADOOP2

0.71s V4.2.2-HBASE-0.98.7-HADOOP2

0.91s V4.3.0-HBASE-0.98.7-HADOOP2

0.88s 4.3-HBASE-0.98.7-HADOOP2

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

1.96s V4.1.0-HBASE-0.98.7-HADOOP2

0.98s V4.2.2-HBASE-0.98.7-HADOOP2

1.32s V4.3.0-HBASE-0.98.7-HADOOP2

1.26s 4.3-HBASE-0.98.7-HADOOP2

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

4.26s V4.1.0-HBASE-0.98.7-HADOOP2

2.02s V4.2.2-HBASE-0.98.7-HADOOP2

2.75s V4.3.0-HBASE-0.98.7-HADOOP2

2.92s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF group by A

0.61s V4.1.0-HBASE-0.98.7-HADOOP2

0.35s V4.2.2-HBASE-0.98.7-HADOOP2

0.37s V4.3.0-HBASE-0.98.7-HADOOP2

0.41s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF group by B

2.36s V4.1.0-HBASE-0.98.7-HADOOP2

1.28s V4.2.2-HBASE-0.98.7-HADOOP2

1.64s V4.3.0-HBASE-0.98.7-HADOOP2

1.6s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF where f < 10000

2.1s V4.1.0-HBASE-0.98.7-HADOOP2

1.05s V4.2.2-HBASE-0.98.7-HADOOP2

1.42s V4.3.0-HBASE-0.98.7-HADOOP2

1.43s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA TABLE_6CF [2000000 ROWS]

113.2s V4.1.0-HBASE-0.98.7-HADOOP2

104.94s V4.2.2-HBASE-0.98.7-HADOOP2

104.83s V4.3.0-HBASE-0.98.7-HADOOP2

109.25s 4.3-HBASE-0.98.7-HADOOP2

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')

0.74s V4.1.0-HBASE-0.98.7-HADOOP2

0.36s V4.2.2-HBASE-0.98.7-HADOOP2

0.49s V4.3.0-HBASE-0.98.7-HADOOP2

0.51s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from SALTED_TABLE where D < 1000

1.09s V4.1.0-HBASE-0.98.7-HADOOP2

0.87s V4.2.2-HBASE-0.98.7-HADOOP2

0.72s V4.3.0-HBASE-0.98.7-HADOOP2

0.71s 4.3-HBASE-0.98.7-HADOOP2

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

3.21s V4.1.0-HBASE-0.98.7-HADOOP2

1.44s V4.2.2-HBASE-0.98.7-HADOOP2

1.44s V4.3.0-HBASE-0.98.7-HADOOP2

1.4s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA SALTED_TABLE [2000000 ROWS]

112.26s V4.1.0-HBASE-0.98.7-HADOOP2

101.02s V4.2.2-HBASE-0.98.7-HADOOP2

105.92s V4.3.0-HBASE-0.98.7-HADOOP2

104.32s 4.3-HBASE-0.98.7-HADOOP2

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')

1.28s V4.1.0-HBASE-0.98.7-HADOOP2

0.56s V4.2.2-HBASE-0.98.7-HADOOP2

0.76s V4.3.0-HBASE-0.98.7-HADOOP2

0.84s 4.3-HBASE-0.98.7-HADOOP2

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

1.15s V4.1.0-HBASE-0.98.7-HADOOP2

0.53s V4.2.2-HBASE-0.98.7-HADOOP2

0.73s V4.3.0-HBASE-0.98.7-HADOOP2

0.67s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF where f < 1000

1.95s V4.1.0-HBASE-0.98.7-HADOOP2

1.29s V4.2.2-HBASE-0.98.7-HADOOP2

1.33s V4.3.0-HBASE-0.98.7-HADOOP2

1.35s 4.3-HBASE-0.98.7-HADOOP2

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

2.24s V4.1.0-HBASE-0.98.7-HADOOP2

1.16s V4.2.2-HBASE-0.98.7-HADOOP2

1.41s V4.3.0-HBASE-0.98.7-HADOOP2

1.53s 4.3-HBASE-0.98.7-HADOOP2

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

1.58s V4.1.0-HBASE-0.98.7-HADOOP2

0.75s V4.2.2-HBASE-0.98.7-HADOOP2

0.91s V4.3.0-HBASE-0.98.7-HADOOP2

1.08s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF group by A

1.25s V4.1.0-HBASE-0.98.7-HADOOP2

0.74s V4.2.2-HBASE-0.98.7-HADOOP2

0.78s V4.3.0-HBASE-0.98.7-HADOOP2

0.88s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF group by B

1.3s V4.1.0-HBASE-0.98.7-HADOOP2

1.74s V4.2.2-HBASE-0.98.7-HADOOP2

1.39s V4.3.0-HBASE-0.98.7-HADOOP2

1.52s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF where f < 10000

1.52s V4.1.0-HBASE-0.98.7-HADOOP2

0.78s V4.2.2-HBASE-0.98.7-HADOOP2

0.98s V4.3.0-HBASE-0.98.7-HADOOP2

1.02s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA TABLE_1CF [2000000 ROWS]

99.95s V4.1.0-HBASE-0.98.7-HADOOP2

92.09s V4.2.2-HBASE-0.98.7-HADOOP2

94.1s V4.3.0-HBASE-0.98.7-HADOOP2

94.6s 4.3-HBASE-0.98.7-HADOOP2

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

1.91s V4.1.0-HBASE-0.98.7-HADOOP2

1.07s V4.2.2-HBASE-0.98.7-HADOOP2

1.12s V4.3.0-HBASE-0.98.7-HADOOP2

1.08s 4.3-HBASE-0.98.7-HADOOP2

select count(*) from WIDE_PK where column2<10

2.29s V4.1.0-HBASE-0.98.7-HADOOP2

1.38s V4.2.2-HBASE-0.98.7-HADOOP2

1.45s V4.3.0-HBASE-0.98.7-HADOOP2

1.48s 4.3-HBASE-0.98.7-HADOOP2

select * from WIDE_PK order by mypk DESC limit 10

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.08s V4.2.2-HBASE-0.98.7-HADOOP2

0.03s V4.3.0-HBASE-0.98.7-HADOOP2

0.03s 4.3-HBASE-0.98.7-HADOOP2

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

2.74s V4.1.0-HBASE-0.98.7-HADOOP2

1.54s V4.2.2-HBASE-0.98.7-HADOOP2

1.69s V4.3.0-HBASE-0.98.7-HADOOP2

1.72s 4.3-HBASE-0.98.7-HADOOP2

LOAD DATA WIDE_PK [2000000 ROWS]

217.61s V4.1.0-HBASE-0.98.7-HADOOP2

211.36s V4.2.2-HBASE-0.98.7-HADOOP2

216.31s V4.3.0-HBASE-0.98.7-HADOOP2

212.59s 4.3-HBASE-0.98.7-HADOOP2

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