Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Mon Oct 20 18:05:44 PDT 2014

Test Suite: STANDARD

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.41s V4.1.0-HBASE-0.98.7-HADOOP2

0.4s 4.0-HBASE-0.98.7-HADOOP2

select count(1) from AGGREGATION_TABLE group by HOST

0.44s V4.1.0-HBASE-0.98.7-HADOOP2

0.43s 4.0-HBASE-0.98.7-HADOOP2

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

0.56s V4.1.0-HBASE-0.98.7-HADOOP2

0.54s 4.0-HBASE-0.98.7-HADOOP2

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

1.45s V4.1.0-HBASE-0.98.7-HADOOP2

1.4s 4.0-HBASE-0.98.7-HADOOP2

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

1.56s V4.1.0-HBASE-0.98.7-HADOOP2

1.64s 4.0-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

0.88s V4.1.0-HBASE-0.98.7-HADOOP2

0.77s 4.0-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)

1.47s V4.1.0-HBASE-0.98.7-HADOOP2

1.42s 4.0-HBASE-0.98.7-HADOOP2

select count(active_visitor) count from AGGREGATION_TABLE

1.17s V4.1.0-HBASE-0.98.7-HADOOP2

1.21s 4.0-HBASE-0.98.7-HADOOP2

select count(distinct active_visitor) count from AGGREGATION_TABLE

1.34s V4.1.0-HBASE-0.98.7-HADOOP2

1.27s 4.0-HBASE-0.98.7-HADOOP2

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

1.55s V4.1.0-HBASE-0.98.7-HADOOP2

1.58s 4.0-HBASE-0.98.7-HADOOP2

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

0.58s V4.1.0-HBASE-0.98.7-HADOOP2

0.54s 4.0-HBASE-0.98.7-HADOOP2

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

0.83s V4.1.0-HBASE-0.98.7-HADOOP2

0.8s 4.0-HBASE-0.98.7-HADOOP2

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

1.26s V4.1.0-HBASE-0.98.7-HADOOP2

1.22s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from AGGREGATION_TABLE where core > 90

0.72s V4.1.0-HBASE-0.98.7-HADOOP2

0.72s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from WIDE_PK

1.55s V4.1.0-HBASE-0.98.7-HADOOP2

1.66s 4.0-HBASE-0.98.7-HADOOP2

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

1.68s V4.1.0-HBASE-0.98.7-HADOOP2

1.6s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF where f < 10000

1.45s V4.1.0-HBASE-0.98.7-HADOOP2

1.39s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from WIDE_PK where column2<10

1.99s V4.1.0-HBASE-0.98.7-HADOOP2

2s 4.0-HBASE-0.98.7-HADOOP2

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

2.44s V4.1.0-HBASE-0.98.7-HADOOP2

2.43s 4.0-HBASE-0.98.7-HADOOP2

ColumnFamilies-Single

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

0.51s V4.1.0-HBASE-0.98.7-HADOOP2

0.48s 4.0-HBASE-0.98.7-HADOOP2

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

0.43s V4.1.0-HBASE-0.98.7-HADOOP2

0.41s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF where f < 1000

1.14s V4.1.0-HBASE-0.98.7-HADOOP2

1.16s 4.0-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

1.59s V4.1.0-HBASE-0.98.7-HADOOP2

1.69s 4.0-HBASE-0.98.7-HADOOP2

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

3.51s V4.1.0-HBASE-0.98.7-HADOOP2

3.33s 4.0-HBASE-0.98.7-HADOOP2

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

1.13s V4.1.0-HBASE-0.98.7-HADOOP2

1.05s 4.0-HBASE-0.98.7-HADOOP2

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

1.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.98s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF where f < 1000

1.69s V4.1.0-HBASE-0.98.7-HADOOP2

1.7s 4.0-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

2.08s V4.1.0-HBASE-0.98.7-HADOOP2

2.12s 4.0-HBASE-0.98.7-HADOOP2

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

1.53s V4.1.0-HBASE-0.98.7-HADOOP2

1.45s 4.0-HBASE-0.98.7-HADOOP2

Count Distinct

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

1.87s V4.1.0-HBASE-0.98.7-HADOOP2

1.81s 4.0-HBASE-0.98.7-HADOOP2

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

1.59s V4.1.0-HBASE-0.98.7-HADOOP2

1.56s 4.0-HBASE-0.98.7-HADOOP2

IN/LIKE Clause

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

0.7s V4.1.0-HBASE-0.98.7-HADOOP2

0.68s 4.0-HBASE-0.98.7-HADOOP2

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

0.44s V4.1.0-HBASE-0.98.7-HADOOP2

0.38s 4.0-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 4.0-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

0.02s 4.0-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%'

0.86s V4.1.0-HBASE-0.98.7-HADOOP2

0.83s 4.0-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%')

0.92s V4.1.0-HBASE-0.98.7-HADOOP2

0.96s 4.0-HBASE-0.98.7-HADOOP2

Index

select count(*) from INDEXED_TABLE

0.63s V4.1.0-HBASE-0.98.7-HADOOP2

0.59s 4.0-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 4.0-HBASE-0.98.7-HADOOP2

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

0.23s V4.1.0-HBASE-0.98.7-HADOOP2

0.23s 4.0-HBASE-0.98.7-HADOOP2

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

0.78s V4.1.0-HBASE-0.98.7-HADOOP2

0.74s 4.0-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

0.39s V4.1.0-HBASE-0.98.7-HADOOP2

0.4s 4.0-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

1.34s V4.1.0-HBASE-0.98.7-HADOOP2

1.34s 4.0-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s 4.0-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s 4.0-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

0.02s 4.0-HBASE-0.98.7-HADOOP2

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

1.13s V4.1.0-HBASE-0.98.7-HADOOP2

1.17s 4.0-HBASE-0.98.7-HADOOP2

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

0.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.06s 4.0-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 4.0-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)

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s 4.0-HBASE-0.98.7-HADOOP2

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

1.11s V4.1.0-HBASE-0.98.7-HADOOP2

1.22s 4.0-HBASE-0.98.7-HADOOP2

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

0.58s V4.1.0-HBASE-0.98.7-HADOOP2

0.65s 4.0-HBASE-0.98.7-HADOOP2

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

0.58s V4.1.0-HBASE-0.98.7-HADOOP2

0.63s 4.0-HBASE-0.98.7-HADOOP2

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

0.12s V4.1.0-HBASE-0.98.7-HADOOP2

0.11s 4.0-HBASE-0.98.7-HADOOP2

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

1.35s V4.1.0-HBASE-0.98.7-HADOOP2

1.35s 4.0-HBASE-0.98.7-HADOOP2

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

1.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.89s 4.0-HBASE-0.98.7-HADOOP2

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

1.35s V4.1.0-HBASE-0.98.7-HADOOP2

1.13s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE where core > 90

0.08s V4.1.0-HBASE-0.98.7-HADOOP2

0.18s 4.0-HBASE-0.98.7-HADOOP2

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

1.22s V4.1.0-HBASE-0.98.7-HADOOP2

1.21s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE where core > 0

0.75s V4.1.0-HBASE-0.98.7-HADOOP2

0.58s 4.0-HBASE-0.98.7-HADOOP2

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

1.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.93s 4.0-HBASE-0.98.7-HADOOP2

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

0.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s 4.0-HBASE-0.98.7-HADOOP2

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

2.04s V4.1.0-HBASE-0.98.7-HADOOP2

2.11s 4.0-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

0.03s 4.0-HBASE-0.98.7-HADOOP2

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

1.15s V4.1.0-HBASE-0.98.7-HADOOP2

1.26s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from INDEXED_TABLE_MUTABLE

0.81s V4.1.0-HBASE-0.98.7-HADOOP2

1.45s 4.0-HBASE-0.98.7-HADOOP2

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

1.36s V4.1.0-HBASE-0.98.7-HADOOP2

1.1s 4.0-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

0.46s 4.0-HBASE-0.98.7-HADOOP2

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

0.83s V4.1.0-HBASE-0.98.7-HADOOP2

0.77s 4.0-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

0.32s V4.1.0-HBASE-0.98.7-HADOOP2

0.42s 4.0-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

1.45s V4.1.0-HBASE-0.98.7-HADOOP2

1.37s 4.0-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s 4.0-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 4.0-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

0.02s 4.0-HBASE-0.98.7-HADOOP2

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

1.24s V4.1.0-HBASE-0.98.7-HADOOP2

1.16s 4.0-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s 4.0-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)

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s 4.0-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)

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s 4.0-HBASE-0.98.7-HADOOP2

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

1.2s V4.1.0-HBASE-0.98.7-HADOOP2

1.17s 4.0-HBASE-0.98.7-HADOOP2

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

0.37s V4.1.0-HBASE-0.98.7-HADOOP2

0.41s 4.0-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

0.37s V4.1.0-HBASE-0.98.7-HADOOP2

0.4s 4.0-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

0.4s V4.1.0-HBASE-0.98.7-HADOOP2

0.11s 4.0-HBASE-0.98.7-HADOOP2

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

1.42s V4.1.0-HBASE-0.98.7-HADOOP2

1.44s 4.0-HBASE-0.98.7-HADOOP2

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

0.75s V4.1.0-HBASE-0.98.7-HADOOP2

0.83s 4.0-HBASE-0.98.7-HADOOP2

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

1.33s V4.1.0-HBASE-0.98.7-HADOOP2

1.23s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.07s V4.1.0-HBASE-0.98.7-HADOOP2

0.18s 4.0-HBASE-0.98.7-HADOOP2

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

1.29s V4.1.0-HBASE-0.98.7-HADOOP2

1.22s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.54s V4.1.0-HBASE-0.98.7-HADOOP2

0.53s 4.0-HBASE-0.98.7-HADOOP2

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

1.08s V4.1.0-HBASE-0.98.7-HADOOP2

0.93s 4.0-HBASE-0.98.7-HADOOP2

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

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s 4.0-HBASE-0.98.7-HADOOP2

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

2.29s V4.1.0-HBASE-0.98.7-HADOOP2

2s 4.0-HBASE-0.98.7-HADOOP2

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.66s V4.1.0-HBASE-0.98.7-HADOOP2

0.76s 4.0-HBASE-0.98.7-HADOOP2

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

1.37s V4.1.0-HBASE-0.98.7-HADOOP2

1.02s 4.0-HBASE-0.98.7-HADOOP2

Index Creation After Data

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

41.95s V4.1.0-HBASE-0.98.7-HADOOP2

43.7s 4.0-HBASE-0.98.7-HADOOP2

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

47.93s V4.1.0-HBASE-0.98.7-HADOOP2

46.71s 4.0-HBASE-0.98.7-HADOOP2

Large Group By

select count(*) from TABLE_6CF group by A

0.62s V4.1.0-HBASE-0.98.7-HADOOP2

0.57s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF group by B

1.88s V4.1.0-HBASE-0.98.7-HADOOP2

1.81s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF group by A

1.2s V4.1.0-HBASE-0.98.7-HADOOP2

1.15s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF group by B

1.31s V4.1.0-HBASE-0.98.7-HADOOP2

1.22s 4.0-HBASE-0.98.7-HADOOP2

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

123.7s V4.1.0-HBASE-0.98.7-HADOOP2

129.83s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

100.96s V4.1.0-HBASE-0.98.7-HADOOP2

102.59s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA INDEXED_TABLE [2000000 ROWS]

454.45s V4.1.0-HBASE-0.98.7-HADOOP2

571.67s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

576.42s V4.1.0-HBASE-0.98.7-HADOOP2

601.62s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA TABLE_6CF [2000000 ROWS]

116.71s V4.1.0-HBASE-0.98.7-HADOOP2

119.86s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA SALTED_TABLE [2000000 ROWS]

117.44s V4.1.0-HBASE-0.98.7-HADOOP2

119.28s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA TABLE_1CF [2000000 ROWS]

106.39s V4.1.0-HBASE-0.98.7-HADOOP2

109.36s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA WIDE_PK [2000000 ROWS]

215.56s V4.1.0-HBASE-0.98.7-HADOOP2

216.83s 4.0-HBASE-0.98.7-HADOOP2

Percentile

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

1.32s V4.1.0-HBASE-0.98.7-HADOOP2

1.37s 4.0-HBASE-0.98.7-HADOOP2

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

1.34s V4.1.0-HBASE-0.98.7-HADOOP2

1.3s 4.0-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

1.86s V4.1.0-HBASE-0.98.7-HADOOP2

1.89s 4.0-HBASE-0.98.7-HADOOP2

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

1.65s V4.1.0-HBASE-0.98.7-HADOOP2

1.64s 4.0-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

0.03s 4.0-HBASE-0.98.7-HADOOP2

Salting

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

0.69s V4.1.0-HBASE-0.98.7-HADOOP2

0.73s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from SALTED_TABLE where D < 1000

0.92s V4.1.0-HBASE-0.98.7-HADOOP2

0.86s 4.0-HBASE-0.98.7-HADOOP2

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

2.28s V4.1.0-HBASE-0.98.7-HADOOP2

2.3s 4.0-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 ('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

0.41s V4.1.0-HBASE-0.98.7-HADOOP2

0.4s 4.0-HBASE-0.98.7-HADOOP2

select count(1) from AGGREGATION_TABLE group by HOST

0.44s V4.1.0-HBASE-0.98.7-HADOOP2

0.43s 4.0-HBASE-0.98.7-HADOOP2

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

0.56s V4.1.0-HBASE-0.98.7-HADOOP2

0.54s 4.0-HBASE-0.98.7-HADOOP2

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

1.45s V4.1.0-HBASE-0.98.7-HADOOP2

1.4s 4.0-HBASE-0.98.7-HADOOP2

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

1.56s V4.1.0-HBASE-0.98.7-HADOOP2

1.64s 4.0-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

0.88s V4.1.0-HBASE-0.98.7-HADOOP2

0.77s 4.0-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)

1.47s V4.1.0-HBASE-0.98.7-HADOOP2

1.42s 4.0-HBASE-0.98.7-HADOOP2

select count(active_visitor) count from AGGREGATION_TABLE

1.17s V4.1.0-HBASE-0.98.7-HADOOP2

1.21s 4.0-HBASE-0.98.7-HADOOP2

select count(distinct active_visitor) count from AGGREGATION_TABLE

1.34s V4.1.0-HBASE-0.98.7-HADOOP2

1.27s 4.0-HBASE-0.98.7-HADOOP2

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

1.32s V4.1.0-HBASE-0.98.7-HADOOP2

1.37s 4.0-HBASE-0.98.7-HADOOP2

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

1.34s V4.1.0-HBASE-0.98.7-HADOOP2

1.3s 4.0-HBASE-0.98.7-HADOOP2

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

1.55s V4.1.0-HBASE-0.98.7-HADOOP2

1.58s 4.0-HBASE-0.98.7-HADOOP2

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

1.87s V4.1.0-HBASE-0.98.7-HADOOP2

1.81s 4.0-HBASE-0.98.7-HADOOP2

1.86s V4.1.0-HBASE-0.98.7-HADOOP2

1.89s 4.0-HBASE-0.98.7-HADOOP2

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

0.58s V4.1.0-HBASE-0.98.7-HADOOP2

0.54s 4.0-HBASE-0.98.7-HADOOP2

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

1.59s V4.1.0-HBASE-0.98.7-HADOOP2

1.56s 4.0-HBASE-0.98.7-HADOOP2

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

1.65s V4.1.0-HBASE-0.98.7-HADOOP2

1.64s 4.0-HBASE-0.98.7-HADOOP2

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

0.7s V4.1.0-HBASE-0.98.7-HADOOP2

0.68s 4.0-HBASE-0.98.7-HADOOP2

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

0.83s V4.1.0-HBASE-0.98.7-HADOOP2

0.8s 4.0-HBASE-0.98.7-HADOOP2

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

1.26s V4.1.0-HBASE-0.98.7-HADOOP2

1.22s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from AGGREGATION_TABLE where core > 90

0.72s V4.1.0-HBASE-0.98.7-HADOOP2

0.72s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

123.7s V4.1.0-HBASE-0.98.7-HADOOP2

129.83s 4.0-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')

0.44s V4.1.0-HBASE-0.98.7-HADOOP2

0.38s 4.0-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 4.0-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

0.02s 4.0-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%'

0.86s V4.1.0-HBASE-0.98.7-HADOOP2

0.83s 4.0-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%')

0.92s V4.1.0-HBASE-0.98.7-HADOOP2

0.96s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

100.96s V4.1.0-HBASE-0.98.7-HADOOP2

102.59s 4.0-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

0.63s V4.1.0-HBASE-0.98.7-HADOOP2

0.59s 4.0-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 4.0-HBASE-0.98.7-HADOOP2

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

0.23s V4.1.0-HBASE-0.98.7-HADOOP2

0.23s 4.0-HBASE-0.98.7-HADOOP2

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

0.78s V4.1.0-HBASE-0.98.7-HADOOP2

0.74s 4.0-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

0.39s V4.1.0-HBASE-0.98.7-HADOOP2

0.4s 4.0-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

1.34s V4.1.0-HBASE-0.98.7-HADOOP2

1.34s 4.0-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s 4.0-HBASE-0.98.7-HADOOP2

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

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s 4.0-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

0.02s 4.0-HBASE-0.98.7-HADOOP2

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

1.13s V4.1.0-HBASE-0.98.7-HADOOP2

1.17s 4.0-HBASE-0.98.7-HADOOP2

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

0.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.06s 4.0-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 4.0-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)

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s 4.0-HBASE-0.98.7-HADOOP2

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

1.11s V4.1.0-HBASE-0.98.7-HADOOP2

1.22s 4.0-HBASE-0.98.7-HADOOP2

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

0.58s V4.1.0-HBASE-0.98.7-HADOOP2

0.65s 4.0-HBASE-0.98.7-HADOOP2

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

0.58s V4.1.0-HBASE-0.98.7-HADOOP2

0.63s 4.0-HBASE-0.98.7-HADOOP2

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

0.12s V4.1.0-HBASE-0.98.7-HADOOP2

0.11s 4.0-HBASE-0.98.7-HADOOP2

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

1.35s V4.1.0-HBASE-0.98.7-HADOOP2

1.35s 4.0-HBASE-0.98.7-HADOOP2

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

1.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.89s 4.0-HBASE-0.98.7-HADOOP2

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

1.35s V4.1.0-HBASE-0.98.7-HADOOP2

1.13s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE where core > 90

0.08s V4.1.0-HBASE-0.98.7-HADOOP2

0.18s 4.0-HBASE-0.98.7-HADOOP2

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

1.22s V4.1.0-HBASE-0.98.7-HADOOP2

1.21s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE where core > 0

0.75s V4.1.0-HBASE-0.98.7-HADOOP2

0.58s 4.0-HBASE-0.98.7-HADOOP2

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

1.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.93s 4.0-HBASE-0.98.7-HADOOP2

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

0.06s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s 4.0-HBASE-0.98.7-HADOOP2

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

2.04s V4.1.0-HBASE-0.98.7-HADOOP2

2.11s 4.0-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

0.03s 4.0-HBASE-0.98.7-HADOOP2

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

1.15s V4.1.0-HBASE-0.98.7-HADOOP2

1.26s 4.0-HBASE-0.98.7-HADOOP2

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

41.95s V4.1.0-HBASE-0.98.7-HADOOP2

43.7s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA INDEXED_TABLE [2000000 ROWS]

454.45s V4.1.0-HBASE-0.98.7-HADOOP2

571.67s 4.0-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

0.81s V4.1.0-HBASE-0.98.7-HADOOP2

1.45s 4.0-HBASE-0.98.7-HADOOP2

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

1.36s V4.1.0-HBASE-0.98.7-HADOOP2

1.1s 4.0-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

0.46s 4.0-HBASE-0.98.7-HADOOP2

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

0.83s V4.1.0-HBASE-0.98.7-HADOOP2

0.77s 4.0-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

0.32s V4.1.0-HBASE-0.98.7-HADOOP2

0.42s 4.0-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

1.45s V4.1.0-HBASE-0.98.7-HADOOP2

1.37s 4.0-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s 4.0-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 4.0-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

0.02s 4.0-HBASE-0.98.7-HADOOP2

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

1.24s V4.1.0-HBASE-0.98.7-HADOOP2

1.16s 4.0-HBASE-0.98.7-HADOOP2

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

0.05s V4.1.0-HBASE-0.98.7-HADOOP2

0.05s 4.0-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)

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s 4.0-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)

0.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.03s 4.0-HBASE-0.98.7-HADOOP2

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

1.2s V4.1.0-HBASE-0.98.7-HADOOP2

1.17s 4.0-HBASE-0.98.7-HADOOP2

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

0.37s V4.1.0-HBASE-0.98.7-HADOOP2

0.41s 4.0-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

0.37s V4.1.0-HBASE-0.98.7-HADOOP2

0.4s 4.0-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

0.4s V4.1.0-HBASE-0.98.7-HADOOP2

0.11s 4.0-HBASE-0.98.7-HADOOP2

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

1.42s V4.1.0-HBASE-0.98.7-HADOOP2

1.44s 4.0-HBASE-0.98.7-HADOOP2

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

0.75s V4.1.0-HBASE-0.98.7-HADOOP2

0.83s 4.0-HBASE-0.98.7-HADOOP2

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

1.33s V4.1.0-HBASE-0.98.7-HADOOP2

1.23s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.07s V4.1.0-HBASE-0.98.7-HADOOP2

0.18s 4.0-HBASE-0.98.7-HADOOP2

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

1.29s V4.1.0-HBASE-0.98.7-HADOOP2

1.22s 4.0-HBASE-0.98.7-HADOOP2

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.54s V4.1.0-HBASE-0.98.7-HADOOP2

0.53s 4.0-HBASE-0.98.7-HADOOP2

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

1.08s V4.1.0-HBASE-0.98.7-HADOOP2

0.93s 4.0-HBASE-0.98.7-HADOOP2

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

0.04s V4.1.0-HBASE-0.98.7-HADOOP2

0.04s 4.0-HBASE-0.98.7-HADOOP2

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

2.29s V4.1.0-HBASE-0.98.7-HADOOP2

2s 4.0-HBASE-0.98.7-HADOOP2

select db from INDEXED_TABLE_MUTABLE order by db limit 10

0.66s V4.1.0-HBASE-0.98.7-HADOOP2

0.76s 4.0-HBASE-0.98.7-HADOOP2

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

1.37s V4.1.0-HBASE-0.98.7-HADOOP2

1.02s 4.0-HBASE-0.98.7-HADOOP2

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

47.93s V4.1.0-HBASE-0.98.7-HADOOP2

46.71s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

576.42s V4.1.0-HBASE-0.98.7-HADOOP2

601.62s 4.0-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')

0.51s V4.1.0-HBASE-0.98.7-HADOOP2

0.48s 4.0-HBASE-0.98.7-HADOOP2

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

0.43s V4.1.0-HBASE-0.98.7-HADOOP2

0.41s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF where f < 1000

1.14s V4.1.0-HBASE-0.98.7-HADOOP2

1.16s 4.0-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

1.59s V4.1.0-HBASE-0.98.7-HADOOP2

1.69s 4.0-HBASE-0.98.7-HADOOP2

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

3.51s V4.1.0-HBASE-0.98.7-HADOOP2

3.33s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF group by A

0.62s V4.1.0-HBASE-0.98.7-HADOOP2

0.57s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF group by B

1.88s V4.1.0-HBASE-0.98.7-HADOOP2

1.81s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_6CF where f < 10000

1.68s V4.1.0-HBASE-0.98.7-HADOOP2

1.6s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA TABLE_6CF [2000000 ROWS]

116.71s V4.1.0-HBASE-0.98.7-HADOOP2

119.86s 4.0-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')

0.69s V4.1.0-HBASE-0.98.7-HADOOP2

0.73s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from SALTED_TABLE where D < 1000

0.92s V4.1.0-HBASE-0.98.7-HADOOP2

0.86s 4.0-HBASE-0.98.7-HADOOP2

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

2.28s V4.1.0-HBASE-0.98.7-HADOOP2

2.3s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA SALTED_TABLE [2000000 ROWS]

117.44s V4.1.0-HBASE-0.98.7-HADOOP2

119.28s 4.0-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')

1.13s V4.1.0-HBASE-0.98.7-HADOOP2

1.05s 4.0-HBASE-0.98.7-HADOOP2

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

1.03s V4.1.0-HBASE-0.98.7-HADOOP2

0.98s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF where f < 1000

1.69s V4.1.0-HBASE-0.98.7-HADOOP2

1.7s 4.0-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

2.08s V4.1.0-HBASE-0.98.7-HADOOP2

2.12s 4.0-HBASE-0.98.7-HADOOP2

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

1.53s V4.1.0-HBASE-0.98.7-HADOOP2

1.45s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF group by A

1.2s V4.1.0-HBASE-0.98.7-HADOOP2

1.15s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF group by B

1.31s V4.1.0-HBASE-0.98.7-HADOOP2

1.22s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from TABLE_1CF where f < 10000

1.45s V4.1.0-HBASE-0.98.7-HADOOP2

1.39s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA TABLE_1CF [2000000 ROWS]

106.39s V4.1.0-HBASE-0.98.7-HADOOP2

109.36s 4.0-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

1.55s V4.1.0-HBASE-0.98.7-HADOOP2

1.66s 4.0-HBASE-0.98.7-HADOOP2

select count(*) from WIDE_PK where column2<10

1.99s V4.1.0-HBASE-0.98.7-HADOOP2

2s 4.0-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

0.03s 4.0-HBASE-0.98.7-HADOOP2

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

2.44s V4.1.0-HBASE-0.98.7-HADOOP2

2.43s 4.0-HBASE-0.98.7-HADOOP2

LOAD DATA WIDE_PK [2000000 ROWS]

215.56s V4.1.0-HBASE-0.98.7-HADOOP2

216.83s 4.0-HBASE-0.98.7-HADOOP2

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