Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Tue Oct 14 12:09:38 PDT 2014

Test Suite: STANDARD

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.49s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.54s V4.1.0-HBASE-0.98.4-HADOOP2

0.53s 4.0-HBASE-0.98.4-HADOOP2

select count(1) from AGGREGATION_TABLE group by HOST

0.53s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.6s V4.1.0-HBASE-0.98.4-HADOOP2

0.54s 4.0-HBASE-0.98.4-HADOOP2

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

0.71s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.73s V4.1.0-HBASE-0.98.4-HADOOP2

0.66s 4.0-HBASE-0.98.4-HADOOP2

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

1.89s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.9s V4.1.0-HBASE-0.98.4-HADOOP2

1.83s 4.0-HBASE-0.98.4-HADOOP2

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

2.41s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.17s V4.1.0-HBASE-0.98.4-HADOOP2

2.44s 4.0-HBASE-0.98.4-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

0.8s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.91s V4.1.0-HBASE-0.98.4-HADOOP2

0.87s 4.0-HBASE-0.98.4-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)

1.23s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.7s V4.1.0-HBASE-0.98.4-HADOOP2

1.62s 4.0-HBASE-0.98.4-HADOOP2

select count(active_visitor) count from AGGREGATION_TABLE

1.63s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.65s V4.1.0-HBASE-0.98.4-HADOOP2

1.59s 4.0-HBASE-0.98.4-HADOOP2

select count(distinct active_visitor) count from AGGREGATION_TABLE

1.9s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.85s V4.1.0-HBASE-0.98.4-HADOOP2

1.8s 4.0-HBASE-0.98.4-HADOOP2

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

2.11s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.12s V4.1.0-HBASE-0.98.4-HADOOP2

2.1s 4.0-HBASE-0.98.4-HADOOP2

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

0.77s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.8s V4.1.0-HBASE-0.98.4-HADOOP2

0.72s 4.0-HBASE-0.98.4-HADOOP2

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

0.84s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.88s V4.1.0-HBASE-0.98.4-HADOOP2

0.84s 4.0-HBASE-0.98.4-HADOOP2

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

0.74s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.4s V4.1.0-HBASE-0.98.4-HADOOP2

1.38s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from AGGREGATION_TABLE where core > 90

0.76s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.82s V4.1.0-HBASE-0.98.4-HADOOP2

0.74s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from WIDE_PK

1.93s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.01s V4.1.0-HBASE-0.98.4-HADOOP2

1.95s 4.0-HBASE-0.98.4-HADOOP2

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.09s V4.1.0-HBASE-0.98.4-HADOOP2

2.14s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_1CF where f < 10000

1.69s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.65s V4.1.0-HBASE-0.98.4-HADOOP2

1.63s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from WIDE_PK where column2<10

2.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.14s V4.1.0-HBASE-0.98.4-HADOOP2

2.16s 4.0-HBASE-0.98.4-HADOOP2

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

2.54s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.61s V4.1.0-HBASE-0.98.4-HADOOP2

2.71s 4.0-HBASE-0.98.4-HADOOP2

ColumnFamilies-Single

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

0.67s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.7s V4.1.0-HBASE-0.98.4-HADOOP2

0.67s 4.0-HBASE-0.98.4-HADOOP2

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

0.58s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.6s V4.1.0-HBASE-0.98.4-HADOOP2

0.55s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_6CF where f < 1000

1.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.18s V4.1.0-HBASE-0.98.4-HADOOP2

1.18s 4.0-HBASE-0.98.4-HADOOP2

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

1.1s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.8s V4.1.0-HBASE-0.98.4-HADOOP2

1.74s 4.0-HBASE-0.98.4-HADOOP2

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

4.2s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

4.33s V4.1.0-HBASE-0.98.4-HADOOP2

4.4s 4.0-HBASE-0.98.4-HADOOP2

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

1.48s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.52s V4.1.0-HBASE-0.98.4-HADOOP2

1.52s 4.0-HBASE-0.98.4-HADOOP2

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

1.4s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.41s V4.1.0-HBASE-0.98.4-HADOOP2

1.4s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_1CF where f < 1000

1.76s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.8s V4.1.0-HBASE-0.98.4-HADOOP2

1.81s 4.0-HBASE-0.98.4-HADOOP2

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

2.19s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.22s V4.1.0-HBASE-0.98.4-HADOOP2

2.28s 4.0-HBASE-0.98.4-HADOOP2

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

1.86s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.78s V4.1.0-HBASE-0.98.4-HADOOP2

1.84s 4.0-HBASE-0.98.4-HADOOP2

Count Distinct

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

2.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.45s V4.1.0-HBASE-0.98.4-HADOOP2

2.37s 4.0-HBASE-0.98.4-HADOOP2

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

1.85s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.88s V4.1.0-HBASE-0.98.4-HADOOP2

1.73s 4.0-HBASE-0.98.4-HADOOP2

IN/LIKE Clause

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

0.7s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.81s V4.1.0-HBASE-0.98.4-HADOOP2

0.7s 4.0-HBASE-0.98.4-HADOOP2

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

0.62s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.6s V4.1.0-HBASE-0.98.4-HADOOP2

0.64s 4.0-HBASE-0.98.4-HADOOP2

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

0.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.01s V4.1.0-HBASE-0.98.4-HADOOP2

0.01s 4.0-HBASE-0.98.4-HADOOP2

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

0.01s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.02s V4.1.0-HBASE-0.98.4-HADOOP2

0.02s 4.0-HBASE-0.98.4-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%'

1.12s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.17s V4.1.0-HBASE-0.98.4-HADOOP2

1.04s 4.0-HBASE-0.98.4-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%')

1.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.14s V4.1.0-HBASE-0.98.4-HADOOP2

1.09s 4.0-HBASE-0.98.4-HADOOP2

Index

select count(*) from INDEXED_TABLE

0.38s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.8s V4.1.0-HBASE-0.98.4-HADOOP2

0.66s 4.0-HBASE-0.98.4-HADOOP2

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

0.83s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1s V4.1.0-HBASE-0.98.4-HADOOP2

0.92s 4.0-HBASE-0.98.4-HADOOP2

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

0.27s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.33s V4.1.0-HBASE-0.98.4-HADOOP2

0.27s 4.0-HBASE-0.98.4-HADOOP2

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

0.85s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.98s V4.1.0-HBASE-0.98.4-HADOOP2

0.87s 4.0-HBASE-0.98.4-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

0.16s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.53s V4.1.0-HBASE-0.98.4-HADOOP2

0.49s 4.0-HBASE-0.98.4-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

1.32s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.42s V4.1.0-HBASE-0.98.4-HADOOP2

1.43s 4.0-HBASE-0.98.4-HADOOP2

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

0.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.06s V4.1.0-HBASE-0.98.4-HADOOP2

0.06s 4.0-HBASE-0.98.4-HADOOP2

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

0.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.05s V4.1.0-HBASE-0.98.4-HADOOP2

0.04s 4.0-HBASE-0.98.4-HADOOP2

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

0.1s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.09s V4.1.0-HBASE-0.98.4-HADOOP2

0.09s 4.0-HBASE-0.98.4-HADOOP2

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

1.02s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.16s V4.1.0-HBASE-0.98.4-HADOOP2

1.19s 4.0-HBASE-0.98.4-HADOOP2

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

0.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.11s V4.1.0-HBASE-0.98.4-HADOOP2

0.1s 4.0-HBASE-0.98.4-HADOOP2

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

0.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.09s V4.1.0-HBASE-0.98.4-HADOOP2

0.1s 4.0-HBASE-0.98.4-HADOOP2

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

0.11s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.1s V4.1.0-HBASE-0.98.4-HADOOP2

0.1s 4.0-HBASE-0.98.4-HADOOP2

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

1.06s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.17s V4.1.0-HBASE-0.98.4-HADOOP2

1.21s 4.0-HBASE-0.98.4-HADOOP2

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

0.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.62s V4.1.0-HBASE-0.98.4-HADOOP2

0.61s 4.0-HBASE-0.98.4-HADOOP2

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

0.62s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.62s V4.1.0-HBASE-0.98.4-HADOOP2

0.6s 4.0-HBASE-0.98.4-HADOOP2

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

0.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.15s V4.1.0-HBASE-0.98.4-HADOOP2

0.17s 4.0-HBASE-0.98.4-HADOOP2

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

1.24s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.37s V4.1.0-HBASE-0.98.4-HADOOP2

1.37s 4.0-HBASE-0.98.4-HADOOP2

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

0.51s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.52s V4.1.0-HBASE-0.98.4-HADOOP2

1.04s 4.0-HBASE-0.98.4-HADOOP2

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

1.48s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.54s V4.1.0-HBASE-0.98.4-HADOOP2

1.53s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from INDEXED_TABLE where core > 90

0.14s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.15s V4.1.0-HBASE-0.98.4-HADOOP2

0.22s 4.0-HBASE-0.98.4-HADOOP2

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

1.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.26s V4.1.0-HBASE-0.98.4-HADOOP2

1.3s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from INDEXED_TABLE where core > 0

0.43s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.04s V4.1.0-HBASE-0.98.4-HADOOP2

0.77s 4.0-HBASE-0.98.4-HADOOP2

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

1.16s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.3s V4.1.0-HBASE-0.98.4-HADOOP2

1.24s 4.0-HBASE-0.98.4-HADOOP2

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

0.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.05s V4.1.0-HBASE-0.98.4-HADOOP2

0.06s 4.0-HBASE-0.98.4-HADOOP2

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

2.24s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.25s V4.1.0-HBASE-0.98.4-HADOOP2

2.25s 4.0-HBASE-0.98.4-HADOOP2

select db from INDEXED_TABLE order by db limit 10

0.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.07s V4.1.0-HBASE-0.98.4-HADOOP2

0.07s 4.0-HBASE-0.98.4-HADOOP2

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

1.58s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.52s V4.1.0-HBASE-0.98.4-HADOOP2

1.53s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from INDEXED_TABLE_MUTABLE

0.72s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.44s V4.1.0-HBASE-0.98.4-HADOOP2

0.82s 4.0-HBASE-0.98.4-HADOOP2

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

1.21s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.33s V4.1.0-HBASE-0.98.4-HADOOP2

1.04s 4.0-HBASE-0.98.4-HADOOP2

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

0.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.54s V4.1.0-HBASE-0.98.4-HADOOP2

0.5s 4.0-HBASE-0.98.4-HADOOP2

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

0.91s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1s V4.1.0-HBASE-0.98.4-HADOOP2

0.99s 4.0-HBASE-0.98.4-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

0.34s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.41s V4.1.0-HBASE-0.98.4-HADOOP2

0.49s 4.0-HBASE-0.98.4-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

1.35s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.44s V4.1.0-HBASE-0.98.4-HADOOP2

1.46s 4.0-HBASE-0.98.4-HADOOP2

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

0.14s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.06s V4.1.0-HBASE-0.98.4-HADOOP2

0.06s 4.0-HBASE-0.98.4-HADOOP2

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

0.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.04s V4.1.0-HBASE-0.98.4-HADOOP2

0.05s 4.0-HBASE-0.98.4-HADOOP2

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

0.12s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.09s V4.1.0-HBASE-0.98.4-HADOOP2

0.09s 4.0-HBASE-0.98.4-HADOOP2

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

1.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.17s V4.1.0-HBASE-0.98.4-HADOOP2

1.2s 4.0-HBASE-0.98.4-HADOOP2

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

0.14s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.11s V4.1.0-HBASE-0.98.4-HADOOP2

0.1s 4.0-HBASE-0.98.4-HADOOP2

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

0.11s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.09s V4.1.0-HBASE-0.98.4-HADOOP2

0.08s 4.0-HBASE-0.98.4-HADOOP2

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

0.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.1s V4.1.0-HBASE-0.98.4-HADOOP2

0.11s 4.0-HBASE-0.98.4-HADOOP2

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

1.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.16s V4.1.0-HBASE-0.98.4-HADOOP2

1.19s 4.0-HBASE-0.98.4-HADOOP2

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

0.38s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.44s V4.1.0-HBASE-0.98.4-HADOOP2

0.46s 4.0-HBASE-0.98.4-HADOOP2

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

0.33s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.43s V4.1.0-HBASE-0.98.4-HADOOP2

0.44s 4.0-HBASE-0.98.4-HADOOP2

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

0.37s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.4s V4.1.0-HBASE-0.98.4-HADOOP2

0.16s 4.0-HBASE-0.98.4-HADOOP2

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

1.35s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.36s V4.1.0-HBASE-0.98.4-HADOOP2

1.36s 4.0-HBASE-0.98.4-HADOOP2

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

0.83s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.01s V4.1.0-HBASE-0.98.4-HADOOP2

1.19s 4.0-HBASE-0.98.4-HADOOP2

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

1.6s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.58s V4.1.0-HBASE-0.98.4-HADOOP2

1.62s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.17s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.16s V4.1.0-HBASE-0.98.4-HADOOP2

0.21s 4.0-HBASE-0.98.4-HADOOP2

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

1.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.25s V4.1.0-HBASE-0.98.4-HADOOP2

1.24s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.7s V4.1.0-HBASE-0.98.4-HADOOP2

0.79s 4.0-HBASE-0.98.4-HADOOP2

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

1.27s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.29s V4.1.0-HBASE-0.98.4-HADOOP2

1.3s 4.0-HBASE-0.98.4-HADOOP2

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

0.18s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.04s V4.1.0-HBASE-0.98.4-HADOOP2

0.04s 4.0-HBASE-0.98.4-HADOOP2

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

2.33s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.21s V4.1.0-HBASE-0.98.4-HADOOP2

2.33s 4.0-HBASE-0.98.4-HADOOP2

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.55s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.53s V4.1.0-HBASE-0.98.4-HADOOP2

0.7s 4.0-HBASE-0.98.4-HADOOP2

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

1.77s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.66s V4.1.0-HBASE-0.98.4-HADOOP2

1.56s 4.0-HBASE-0.98.4-HADOOP2

Index Creation After Data

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

38.24s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

41.02s V4.1.0-HBASE-0.98.4-HADOOP2

45.2s 4.0-HBASE-0.98.4-HADOOP2

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

50.96s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

46.6s V4.1.0-HBASE-0.98.4-HADOOP2

50.2s 4.0-HBASE-0.98.4-HADOOP2

Large Group By

select count(*) from TABLE_6CF group by A

0.81s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.84s V4.1.0-HBASE-0.98.4-HADOOP2

0.8s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_6CF group by B

2.44s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.48s V4.1.0-HBASE-0.98.4-HADOOP2

2.62s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_1CF group by A

1.51s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.44s V4.1.0-HBASE-0.98.4-HADOOP2

1.46s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_1CF group by B

1.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.55s V4.1.0-HBASE-0.98.4-HADOOP2

1.51s 4.0-HBASE-0.98.4-HADOOP2

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

120.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

135.3s V4.1.0-HBASE-0.98.4-HADOOP2

127.11s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

96.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

100.16s V4.1.0-HBASE-0.98.4-HADOOP2

98.43s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA INDEXED_TABLE [2000000 ROWS]

437.34s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

447.2s V4.1.0-HBASE-0.98.4-HADOOP2

557.51s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

652.24s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

659.31s V4.1.0-HBASE-0.98.4-HADOOP2

642.8s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA TABLE_6CF [2000000 ROWS]

111.53s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

117.95s V4.1.0-HBASE-0.98.4-HADOOP2

115.96s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA SALTED_TABLE [2000000 ROWS]

115.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

119.26s V4.1.0-HBASE-0.98.4-HADOOP2

123.64s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA TABLE_1CF [2000000 ROWS]

102.42s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

108.92s V4.1.0-HBASE-0.98.4-HADOOP2

106.27s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA WIDE_PK [2000000 ROWS]

221.71s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

222.37s V4.1.0-HBASE-0.98.4-HADOOP2

224.14s 4.0-HBASE-0.98.4-HADOOP2

Percentile

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

1.82s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.84s V4.1.0-HBASE-0.98.4-HADOOP2

1.78s 4.0-HBASE-0.98.4-HADOOP2

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

1.85s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.86s V4.1.0-HBASE-0.98.4-HADOOP2

1.76s 4.0-HBASE-0.98.4-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

2.47s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.41s V4.1.0-HBASE-0.98.4-HADOOP2

2.42s 4.0-HBASE-0.98.4-HADOOP2

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

1.94s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.96s V4.1.0-HBASE-0.98.4-HADOOP2

1.79s 4.0-HBASE-0.98.4-HADOOP2

Reverse Scan

select * from WIDE_PK order by mypk DESC limit 10

2.62s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.08s V4.1.0-HBASE-0.98.4-HADOOP2

0.03s 4.0-HBASE-0.98.4-HADOOP2

Salting

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

0.89s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.93s V4.1.0-HBASE-0.98.4-HADOOP2

0.94s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from SALTED_TABLE where D < 1000

0.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.9s V4.1.0-HBASE-0.98.4-HADOOP2

0.87s 4.0-HBASE-0.98.4-HADOOP2

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

3.21s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

3.12s V4.1.0-HBASE-0.98.4-HADOOP2

3.17s 4.0-HBASE-0.98.4-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 ('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

0.49s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.54s V4.1.0-HBASE-0.98.4-HADOOP2

0.53s 4.0-HBASE-0.98.4-HADOOP2

select count(1) from AGGREGATION_TABLE group by HOST

0.53s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.6s V4.1.0-HBASE-0.98.4-HADOOP2

0.54s 4.0-HBASE-0.98.4-HADOOP2

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

0.71s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.73s V4.1.0-HBASE-0.98.4-HADOOP2

0.66s 4.0-HBASE-0.98.4-HADOOP2

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

1.89s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.9s V4.1.0-HBASE-0.98.4-HADOOP2

1.83s 4.0-HBASE-0.98.4-HADOOP2

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

2.41s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.17s V4.1.0-HBASE-0.98.4-HADOOP2

2.44s 4.0-HBASE-0.98.4-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

0.8s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.91s V4.1.0-HBASE-0.98.4-HADOOP2

0.87s 4.0-HBASE-0.98.4-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)

1.23s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.7s V4.1.0-HBASE-0.98.4-HADOOP2

1.62s 4.0-HBASE-0.98.4-HADOOP2

select count(active_visitor) count from AGGREGATION_TABLE

1.63s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.65s V4.1.0-HBASE-0.98.4-HADOOP2

1.59s 4.0-HBASE-0.98.4-HADOOP2

select count(distinct active_visitor) count from AGGREGATION_TABLE

1.9s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.85s V4.1.0-HBASE-0.98.4-HADOOP2

1.8s 4.0-HBASE-0.98.4-HADOOP2

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

1.82s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.84s V4.1.0-HBASE-0.98.4-HADOOP2

1.78s 4.0-HBASE-0.98.4-HADOOP2

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

1.85s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.86s V4.1.0-HBASE-0.98.4-HADOOP2

1.76s 4.0-HBASE-0.98.4-HADOOP2

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

2.11s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.12s V4.1.0-HBASE-0.98.4-HADOOP2

2.1s 4.0-HBASE-0.98.4-HADOOP2

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

2.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.45s V4.1.0-HBASE-0.98.4-HADOOP2

2.37s 4.0-HBASE-0.98.4-HADOOP2

2.47s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.41s V4.1.0-HBASE-0.98.4-HADOOP2

2.42s 4.0-HBASE-0.98.4-HADOOP2

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

0.77s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.8s V4.1.0-HBASE-0.98.4-HADOOP2

0.72s 4.0-HBASE-0.98.4-HADOOP2

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

1.85s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.88s V4.1.0-HBASE-0.98.4-HADOOP2

1.73s 4.0-HBASE-0.98.4-HADOOP2

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

1.94s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.96s V4.1.0-HBASE-0.98.4-HADOOP2

1.79s 4.0-HBASE-0.98.4-HADOOP2

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

0.7s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.81s V4.1.0-HBASE-0.98.4-HADOOP2

0.7s 4.0-HBASE-0.98.4-HADOOP2

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

0.84s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.88s V4.1.0-HBASE-0.98.4-HADOOP2

0.84s 4.0-HBASE-0.98.4-HADOOP2

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

0.74s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.4s V4.1.0-HBASE-0.98.4-HADOOP2

1.38s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from AGGREGATION_TABLE where core > 90

0.76s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.82s V4.1.0-HBASE-0.98.4-HADOOP2

0.74s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

120.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

135.3s V4.1.0-HBASE-0.98.4-HADOOP2

127.11s 4.0-HBASE-0.98.4-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')

0.62s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.6s V4.1.0-HBASE-0.98.4-HADOOP2

0.64s 4.0-HBASE-0.98.4-HADOOP2

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

0.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.01s V4.1.0-HBASE-0.98.4-HADOOP2

0.01s 4.0-HBASE-0.98.4-HADOOP2

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

0.01s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.02s V4.1.0-HBASE-0.98.4-HADOOP2

0.02s 4.0-HBASE-0.98.4-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%'

1.12s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.17s V4.1.0-HBASE-0.98.4-HADOOP2

1.04s 4.0-HBASE-0.98.4-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%')

1.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.14s V4.1.0-HBASE-0.98.4-HADOOP2

1.09s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

96.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

100.16s V4.1.0-HBASE-0.98.4-HADOOP2

98.43s 4.0-HBASE-0.98.4-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

0.38s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.8s V4.1.0-HBASE-0.98.4-HADOOP2

0.66s 4.0-HBASE-0.98.4-HADOOP2

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

0.83s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1s V4.1.0-HBASE-0.98.4-HADOOP2

0.92s 4.0-HBASE-0.98.4-HADOOP2

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

0.27s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.33s V4.1.0-HBASE-0.98.4-HADOOP2

0.27s 4.0-HBASE-0.98.4-HADOOP2

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

0.85s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.98s V4.1.0-HBASE-0.98.4-HADOOP2

0.87s 4.0-HBASE-0.98.4-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

0.16s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.53s V4.1.0-HBASE-0.98.4-HADOOP2

0.49s 4.0-HBASE-0.98.4-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

1.32s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.42s V4.1.0-HBASE-0.98.4-HADOOP2

1.43s 4.0-HBASE-0.98.4-HADOOP2

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

0.08s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.06s V4.1.0-HBASE-0.98.4-HADOOP2

0.06s 4.0-HBASE-0.98.4-HADOOP2

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

0.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.05s V4.1.0-HBASE-0.98.4-HADOOP2

0.04s 4.0-HBASE-0.98.4-HADOOP2

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

0.1s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.09s V4.1.0-HBASE-0.98.4-HADOOP2

0.09s 4.0-HBASE-0.98.4-HADOOP2

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

1.02s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.16s V4.1.0-HBASE-0.98.4-HADOOP2

1.19s 4.0-HBASE-0.98.4-HADOOP2

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

0.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.11s V4.1.0-HBASE-0.98.4-HADOOP2

0.1s 4.0-HBASE-0.98.4-HADOOP2

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

0.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.09s V4.1.0-HBASE-0.98.4-HADOOP2

0.1s 4.0-HBASE-0.98.4-HADOOP2

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

0.11s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.1s V4.1.0-HBASE-0.98.4-HADOOP2

0.1s 4.0-HBASE-0.98.4-HADOOP2

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

1.06s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.17s V4.1.0-HBASE-0.98.4-HADOOP2

1.21s 4.0-HBASE-0.98.4-HADOOP2

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

0.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.62s V4.1.0-HBASE-0.98.4-HADOOP2

0.61s 4.0-HBASE-0.98.4-HADOOP2

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

0.62s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.62s V4.1.0-HBASE-0.98.4-HADOOP2

0.6s 4.0-HBASE-0.98.4-HADOOP2

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

0.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.15s V4.1.0-HBASE-0.98.4-HADOOP2

0.17s 4.0-HBASE-0.98.4-HADOOP2

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

1.24s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.37s V4.1.0-HBASE-0.98.4-HADOOP2

1.37s 4.0-HBASE-0.98.4-HADOOP2

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

0.51s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.52s V4.1.0-HBASE-0.98.4-HADOOP2

1.04s 4.0-HBASE-0.98.4-HADOOP2

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

1.48s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.54s V4.1.0-HBASE-0.98.4-HADOOP2

1.53s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from INDEXED_TABLE where core > 90

0.14s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.15s V4.1.0-HBASE-0.98.4-HADOOP2

0.22s 4.0-HBASE-0.98.4-HADOOP2

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

1.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.26s V4.1.0-HBASE-0.98.4-HADOOP2

1.3s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from INDEXED_TABLE where core > 0

0.43s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.04s V4.1.0-HBASE-0.98.4-HADOOP2

0.77s 4.0-HBASE-0.98.4-HADOOP2

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

1.16s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.3s V4.1.0-HBASE-0.98.4-HADOOP2

1.24s 4.0-HBASE-0.98.4-HADOOP2

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

0.04s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.05s V4.1.0-HBASE-0.98.4-HADOOP2

0.06s 4.0-HBASE-0.98.4-HADOOP2

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

2.24s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.25s V4.1.0-HBASE-0.98.4-HADOOP2

2.25s 4.0-HBASE-0.98.4-HADOOP2

select db from INDEXED_TABLE order by db limit 10

0.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.07s V4.1.0-HBASE-0.98.4-HADOOP2

0.07s 4.0-HBASE-0.98.4-HADOOP2

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

1.58s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.52s V4.1.0-HBASE-0.98.4-HADOOP2

1.53s 4.0-HBASE-0.98.4-HADOOP2

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

38.24s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

41.02s V4.1.0-HBASE-0.98.4-HADOOP2

45.2s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA INDEXED_TABLE [2000000 ROWS]

437.34s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

447.2s V4.1.0-HBASE-0.98.4-HADOOP2

557.51s 4.0-HBASE-0.98.4-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

0.72s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.44s V4.1.0-HBASE-0.98.4-HADOOP2

0.82s 4.0-HBASE-0.98.4-HADOOP2

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

1.21s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.33s V4.1.0-HBASE-0.98.4-HADOOP2

1.04s 4.0-HBASE-0.98.4-HADOOP2

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

0.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.54s V4.1.0-HBASE-0.98.4-HADOOP2

0.5s 4.0-HBASE-0.98.4-HADOOP2

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

0.91s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1s V4.1.0-HBASE-0.98.4-HADOOP2

0.99s 4.0-HBASE-0.98.4-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

0.34s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.41s V4.1.0-HBASE-0.98.4-HADOOP2

0.49s 4.0-HBASE-0.98.4-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

1.35s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.44s V4.1.0-HBASE-0.98.4-HADOOP2

1.46s 4.0-HBASE-0.98.4-HADOOP2

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

0.14s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.06s V4.1.0-HBASE-0.98.4-HADOOP2

0.06s 4.0-HBASE-0.98.4-HADOOP2

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

0.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.04s V4.1.0-HBASE-0.98.4-HADOOP2

0.05s 4.0-HBASE-0.98.4-HADOOP2

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

0.12s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.09s V4.1.0-HBASE-0.98.4-HADOOP2

0.09s 4.0-HBASE-0.98.4-HADOOP2

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

1.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.17s V4.1.0-HBASE-0.98.4-HADOOP2

1.2s 4.0-HBASE-0.98.4-HADOOP2

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

0.14s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.11s V4.1.0-HBASE-0.98.4-HADOOP2

0.1s 4.0-HBASE-0.98.4-HADOOP2

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

0.11s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.09s V4.1.0-HBASE-0.98.4-HADOOP2

0.08s 4.0-HBASE-0.98.4-HADOOP2

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

0.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.1s V4.1.0-HBASE-0.98.4-HADOOP2

0.11s 4.0-HBASE-0.98.4-HADOOP2

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

1.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.16s V4.1.0-HBASE-0.98.4-HADOOP2

1.19s 4.0-HBASE-0.98.4-HADOOP2

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

0.38s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.44s V4.1.0-HBASE-0.98.4-HADOOP2

0.46s 4.0-HBASE-0.98.4-HADOOP2

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

0.33s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.43s V4.1.0-HBASE-0.98.4-HADOOP2

0.44s 4.0-HBASE-0.98.4-HADOOP2

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

0.37s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.4s V4.1.0-HBASE-0.98.4-HADOOP2

0.16s 4.0-HBASE-0.98.4-HADOOP2

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

1.35s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.36s V4.1.0-HBASE-0.98.4-HADOOP2

1.36s 4.0-HBASE-0.98.4-HADOOP2

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

0.83s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.01s V4.1.0-HBASE-0.98.4-HADOOP2

1.19s 4.0-HBASE-0.98.4-HADOOP2

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

1.6s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.58s V4.1.0-HBASE-0.98.4-HADOOP2

1.62s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.17s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.16s V4.1.0-HBASE-0.98.4-HADOOP2

0.21s 4.0-HBASE-0.98.4-HADOOP2

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

1.15s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.25s V4.1.0-HBASE-0.98.4-HADOOP2

1.24s 4.0-HBASE-0.98.4-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.7s V4.1.0-HBASE-0.98.4-HADOOP2

0.79s 4.0-HBASE-0.98.4-HADOOP2

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

1.27s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.29s V4.1.0-HBASE-0.98.4-HADOOP2

1.3s 4.0-HBASE-0.98.4-HADOOP2

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

0.18s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.04s V4.1.0-HBASE-0.98.4-HADOOP2

0.04s 4.0-HBASE-0.98.4-HADOOP2

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

2.33s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.21s V4.1.0-HBASE-0.98.4-HADOOP2

2.33s 4.0-HBASE-0.98.4-HADOOP2

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.55s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.53s V4.1.0-HBASE-0.98.4-HADOOP2

0.7s 4.0-HBASE-0.98.4-HADOOP2

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

1.77s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.66s V4.1.0-HBASE-0.98.4-HADOOP2

1.56s 4.0-HBASE-0.98.4-HADOOP2

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

50.96s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

46.6s V4.1.0-HBASE-0.98.4-HADOOP2

50.2s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

652.24s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

659.31s V4.1.0-HBASE-0.98.4-HADOOP2

642.8s 4.0-HBASE-0.98.4-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')

0.67s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.7s V4.1.0-HBASE-0.98.4-HADOOP2

0.67s 4.0-HBASE-0.98.4-HADOOP2

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

0.58s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.6s V4.1.0-HBASE-0.98.4-HADOOP2

0.55s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_6CF where f < 1000

1.09s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.18s V4.1.0-HBASE-0.98.4-HADOOP2

1.18s 4.0-HBASE-0.98.4-HADOOP2

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

1.1s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.8s V4.1.0-HBASE-0.98.4-HADOOP2

1.74s 4.0-HBASE-0.98.4-HADOOP2

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

4.2s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

4.33s V4.1.0-HBASE-0.98.4-HADOOP2

4.4s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_6CF group by A

0.81s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.84s V4.1.0-HBASE-0.98.4-HADOOP2

0.8s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_6CF group by B

2.44s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.48s V4.1.0-HBASE-0.98.4-HADOOP2

2.62s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_6CF where f < 10000

2.07s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.09s V4.1.0-HBASE-0.98.4-HADOOP2

2.14s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA TABLE_6CF [2000000 ROWS]

111.53s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

117.95s V4.1.0-HBASE-0.98.4-HADOOP2

115.96s 4.0-HBASE-0.98.4-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')

0.89s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.93s V4.1.0-HBASE-0.98.4-HADOOP2

0.94s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from SALTED_TABLE where D < 1000

0.87s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.9s V4.1.0-HBASE-0.98.4-HADOOP2

0.87s 4.0-HBASE-0.98.4-HADOOP2

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

3.21s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

3.12s V4.1.0-HBASE-0.98.4-HADOOP2

3.17s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA SALTED_TABLE [2000000 ROWS]

115.13s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

119.26s V4.1.0-HBASE-0.98.4-HADOOP2

123.64s 4.0-HBASE-0.98.4-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')

1.48s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.52s V4.1.0-HBASE-0.98.4-HADOOP2

1.52s 4.0-HBASE-0.98.4-HADOOP2

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

1.4s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.41s V4.1.0-HBASE-0.98.4-HADOOP2

1.4s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_1CF where f < 1000

1.76s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.8s V4.1.0-HBASE-0.98.4-HADOOP2

1.81s 4.0-HBASE-0.98.4-HADOOP2

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

2.19s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.22s V4.1.0-HBASE-0.98.4-HADOOP2

2.28s 4.0-HBASE-0.98.4-HADOOP2

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

1.86s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.78s V4.1.0-HBASE-0.98.4-HADOOP2

1.84s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_1CF group by A

1.51s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.44s V4.1.0-HBASE-0.98.4-HADOOP2

1.46s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_1CF group by B

1.5s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.55s V4.1.0-HBASE-0.98.4-HADOOP2

1.51s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from TABLE_1CF where f < 10000

1.69s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

1.65s V4.1.0-HBASE-0.98.4-HADOOP2

1.63s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA TABLE_1CF [2000000 ROWS]

102.42s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

108.92s V4.1.0-HBASE-0.98.4-HADOOP2

106.27s 4.0-HBASE-0.98.4-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

1.93s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.01s V4.1.0-HBASE-0.98.4-HADOOP2

1.95s 4.0-HBASE-0.98.4-HADOOP2

select count(*) from WIDE_PK where column2<10

2.05s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.14s V4.1.0-HBASE-0.98.4-HADOOP2

2.16s 4.0-HBASE-0.98.4-HADOOP2

select * from WIDE_PK order by mypk DESC limit 10

2.62s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

0.08s V4.1.0-HBASE-0.98.4-HADOOP2

0.03s 4.0-HBASE-0.98.4-HADOOP2

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

2.54s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

2.61s V4.1.0-HBASE-0.98.4-HADOOP2

2.71s 4.0-HBASE-0.98.4-HADOOP2

LOAD DATA WIDE_PK [2000000 ROWS]

221.71s V4.0.0-INCUBATING-RELEASE-HBASE-0.98.4-HADOOP2

222.37s V4.1.0-HBASE-0.98.4-HADOOP2

224.14s 4.0-HBASE-0.98.4-HADOOP2

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