Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Fri Mar 28 02:00:49 PDT 2014

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.6s 3.0-RC1

0.64s 4.0-RC1

0.58s LAST-10235E6

0.57s LATEST-F5140D8

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.54s LAST-10235E6

0.57s LATEST-F5140D8

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.7s LAST-10235E6

0.77s LATEST-F5140D8

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2s LAST-10235E6

2.02s LATEST-F5140D8

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

2.62s 3.0-RC1

2.78s 4.0-RC1

2.32s LAST-10235E6

2.51s LATEST-F5140D8

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

0.92s 3.0-RC1

0.96s 4.0-RC1

0.89s LAST-10235E6

0.94s LATEST-F5140D8

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)

1.27s 3.0-RC1

1.37s 4.0-RC1

1.32s LAST-10235E6

1.22s LATEST-F5140D8

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.64s LAST-10235E6

1.62s LATEST-F5140D8

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

1.9s LAST-10235E6

1.85s LATEST-F5140D8

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.14s LAST-10235E6

2.12s LATEST-F5140D8

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.77s LAST-10235E6

0.77s LATEST-F5140D8

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

0.82s 3.0-RC1

0.92s 4.0-RC1

0.82s LAST-10235E6

0.86s LATEST-F5140D8

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

0.83s 3.0-RC1

0.84s 4.0-RC1

0.81s LAST-10235E6

0.75s LATEST-F5140D8

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.73s LAST-10235E6

0.75s LATEST-F5140D8

select count(*) from WIDE_PK

1.94s 3.0-RC1

2.31s 4.0-RC1

2.03s LAST-10235E6

2.02s LATEST-F5140D8

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.08s 3.0-RC1

2.6s 4.0-RC1

2.32s LAST-10235E6

2.24s LATEST-F5140D8

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.78s LAST-10235E6

1.81s LATEST-F5140D8

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.28s LAST-10235E6

2.21s LATEST-F5140D8

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

2.68s 3.0-RC1

3.07s 4.0-RC1

2.84s LAST-10235E6

2.73s LATEST-F5140D8

ColumnFamilies-Single

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

0.74s 3.0-RC1

0.92s 4.0-RC1

0.72s LAST-10235E6

0.74s LATEST-F5140D8

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.64s LAST-10235E6

0.64s LATEST-F5140D8

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.32s LAST-10235E6

1.28s LATEST-F5140D8

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

1.22s 3.0-RC1

1.36s 4.0-RC1

1.34s LAST-10235E6

1.28s LATEST-F5140D8

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

5.01s 3.0-RC1

5.09s 4.0-RC1

5.17s LAST-10235E6

4.92s LATEST-F5140D8

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

1.56s 3.0-RC1

2.09s 4.0-RC1

1.56s LAST-10235E6

1.58s LATEST-F5140D8

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.56s LAST-10235E6

1.49s LATEST-F5140D8

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.95s LAST-10235E6

1.88s LATEST-F5140D8

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

2.18s 3.0-RC1

2.92s 4.0-RC1

2.34s LAST-10235E6

2.26s LATEST-F5140D8

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

2.02s 3.0-RC1

2.47s 4.0-RC1

2.01s LAST-10235E6

2.08s LATEST-F5140D8

Count Distinct

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

2.72s 3.0-RC1

2.84s 4.0-RC1

2.6s LAST-10235E6

2.56s LATEST-F5140D8

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.9s LAST-10235E6

1.9s LATEST-F5140D8

IN/LIKE Clause

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

0.72s 3.0-RC1

0.75s 4.0-RC1

0.71s LAST-10235E6

0.71s LATEST-F5140D8

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

0.61s 3.0-RC1

0.77s 4.0-RC1

0.63s LAST-10235E6

0.62s LATEST-F5140D8

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

0.01s 3.0-RC1

0.01s 4.0-RC1

0s LAST-10235E6

0.01s LATEST-F5140D8

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

0.02s 3.0-RC1

0.05s 4.0-RC1

0.01s LAST-10235E6

0.01s LATEST-F5140D8

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

1.09s 3.0-RC1

1.57s 4.0-RC1

1.1s LAST-10235E6

1.07s LATEST-F5140D8

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%')

1.09s 3.0-RC1

1.53s 4.0-RC1

1.11s LAST-10235E6

1.06s LATEST-F5140D8

Index

select count(*) from INDEXED_TABLE

0.38s 3.0-RC1

0.55s 4.0-RC1

0.3s LAST-10235E6

0.36s LATEST-F5140D8

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

0.85s 3.0-RC1

1.01s 4.0-RC1

0.87s LAST-10235E6

0.82s LATEST-F5140D8

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

0.25s 3.0-RC1

0.39s 4.0-RC1

0.25s LAST-10235E6

0.27s LATEST-F5140D8

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.74s LAST-10235E6

0.7s LATEST-F5140D8

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 3.0-RC1

0.18s 4.0-RC1

0.16s LAST-10235E6

0.19s LATEST-F5140D8

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

1.27s 3.0-RC1

1.67s 4.0-RC1

1.3s LAST-10235E6

1.29s LATEST-F5140D8

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.12s LAST-10235E6

0.07s LATEST-F5140D8

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

0.04s 3.0-RC1

0.05s 4.0-RC1

0.04s LAST-10235E6

0.04s LATEST-F5140D8

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

0.09s 3.0-RC1

0.1s 4.0-RC1

0.05s LAST-10235E6

0.06s LATEST-F5140D8

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

0.91s 3.0-RC1

1.29s 4.0-RC1

0.98s LAST-10235E6

0.94s LATEST-F5140D8

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

0.13s 3.0-RC1

0.13s 4.0-RC1

0.11s LAST-10235E6

0.12s LATEST-F5140D8

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

0.1s 3.0-RC1

0.08s 4.0-RC1

0.11s LAST-10235E6

0.1s LATEST-F5140D8

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

0.1s 3.0-RC1

0.1s 4.0-RC1

0.09s LAST-10235E6

0.1s LATEST-F5140D8

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

0.93s 3.0-RC1

1.3s 4.0-RC1

0.99s LAST-10235E6

0.94s LATEST-F5140D8

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

0.19s 3.0-RC1

0.21s 4.0-RC1

0.19s LAST-10235E6

0.18s LATEST-F5140D8

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

0.66s 3.0-RC1

0.7s 4.0-RC1

0.49s LAST-10235E6

0.7s LATEST-F5140D8

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

0.18s 3.0-RC1

0.2s 4.0-RC1

0.17s LAST-10235E6

0.16s LATEST-F5140D8

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.2s LAST-10235E6

1.16s LATEST-F5140D8

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

0.54s 3.0-RC1

0.88s 4.0-RC1

0.53s LAST-10235E6

0.53s LATEST-F5140D8

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

1.41s 3.0-RC1

2.32s 4.0-RC1

1.54s LAST-10235E6

1.48s LATEST-F5140D8

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.14s LAST-10235E6

0.14s LATEST-F5140D8

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1.09s LAST-10235E6

1.07s LATEST-F5140D8

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.43s LAST-10235E6

0.44s LATEST-F5140D8

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.14s LAST-10235E6

1.13s LATEST-F5140D8

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

0.07s 3.0-RC1

0.09s 4.0-RC1

0.08s LAST-10235E6

0.08s LATEST-F5140D8

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

1.96s 3.0-RC1

3.59s 4.0-RC1

1.9s LAST-10235E6

1.9s LATEST-F5140D8

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.07s LAST-10235E6

0.07s LATEST-F5140D8

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.38s LAST-10235E6

1.41s LATEST-F5140D8

select count(*) from INDEXED_TABLE_MUTABLE

0.86s 3.0-RC1

0.98s 4.0-RC1

1.32s LAST-10235E6

1.02s LATEST-F5140D8

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

0.85s 3.0-RC1

1.06s 4.0-RC1

1.15s LAST-10235E6

0.84s LATEST-F5140D8

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

0.46s 3.0-RC1

0.69s 4.0-RC1

0.45s LAST-10235E6

0.48s LATEST-F5140D8

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.96s LAST-10235E6

0.75s LATEST-F5140D8

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

0.38s 3.0-RC1

0.43s 4.0-RC1

0.36s LAST-10235E6

0.38s LATEST-F5140D8

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

1.36s 3.0-RC1

1.81s 4.0-RC1

1.57s LAST-10235E6

1.38s LATEST-F5140D8

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

0.15s 3.0-RC1

0.15s 4.0-RC1

0.14s LAST-10235E6

0.14s LATEST-F5140D8

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

0.04s 3.0-RC1

0.04s 4.0-RC1

0.05s LAST-10235E6

0.04s LATEST-F5140D8

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

0.12s 3.0-RC1

0.13s 4.0-RC1

0.11s LAST-10235E6

0.12s LATEST-F5140D8

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.12s LAST-10235E6

0.99s LATEST-F5140D8

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

0.17s 3.0-RC1

0.17s 4.0-RC1

0.16s LAST-10235E6

0.16s LATEST-F5140D8

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

0.08s 3.0-RC1

0.09s 4.0-RC1

0.1s LAST-10235E6

0.07s LATEST-F5140D8

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

0.12s 3.0-RC1

0.14s 4.0-RC1

0.12s LAST-10235E6

0.13s LATEST-F5140D8

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

0.97s 3.0-RC1

1.29s 4.0-RC1

1.12s LAST-10235E6

1s LATEST-F5140D8

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

0.42s 3.0-RC1

0.57s 4.0-RC1

0.43s LAST-10235E6

0.42s LATEST-F5140D8

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

0.4s 3.0-RC1

0.44s 4.0-RC1

0.45s LAST-10235E6

0.4s LATEST-F5140D8

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

0.4s 3.0-RC1

0.59s 4.0-RC1

0.41s LAST-10235E6

0.44s LATEST-F5140D8

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

1.19s 3.0-RC1

1.53s 4.0-RC1

1.42s LAST-10235E6

1.24s LATEST-F5140D8

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

0.97s 3.0-RC1

1.44s 4.0-RC1

1.11s LAST-10235E6

1.06s LATEST-F5140D8

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

1.55s 3.0-RC1

2.37s 4.0-RC1

1.84s LAST-10235E6

1.5s LATEST-F5140D8

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.2s LAST-10235E6

0.18s LATEST-F5140D8

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.23s LAST-10235E6

1.08s LATEST-F5140D8

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.56s LAST-10235E6

0.54s LATEST-F5140D8

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

1.21s 3.0-RC1

2.05s 4.0-RC1

1.43s LAST-10235E6

1.2s LATEST-F5140D8

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

0.16s 3.0-RC1

0.24s 4.0-RC1

0.19s LAST-10235E6

0.17s LATEST-F5140D8

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

2.08s 3.0-RC1

3.8s 4.0-RC1

2.23s LAST-10235E6

1.91s LATEST-F5140D8

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.33s LAST-10235E6

1.14s LATEST-F5140D8

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

1.44s 3.0-RC1

2.83s 4.0-RC1

1.71s LAST-10235E6

1.42s LATEST-F5140D8

Index Creation After Data

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

34.95s 3.0-RC1

46.6s 4.0-RC1

34.68s LAST-10235E6

33.34s LATEST-F5140D8

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

37.75s 3.0-RC1

44.72s 4.0-RC1

37.16s LAST-10235E6

37.13s LATEST-F5140D8

Large Group By

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.82s LAST-10235E6

0.8s LATEST-F5140D8

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.67s LAST-10235E6

2.53s LATEST-F5140D8

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.57s LAST-10235E6

1.56s LATEST-F5140D8

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.66s LAST-10235E6

1.61s LATEST-F5140D8

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

106.85s LAST-10235E6

109.62s LATEST-F5140D8

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

89.6s LAST-10235E6

90.6s LATEST-F5140D8

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

449.49s LAST-10235E6

431.04s LATEST-F5140D8

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

665.31s LAST-10235E6

652.81s LATEST-F5140D8

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

104.52s LAST-10235E6

105.07s LATEST-F5140D8

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

106.93s LAST-10235E6

106.47s LATEST-F5140D8

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

97.52s LAST-10235E6

98.52s LATEST-F5140D8

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

226.8s LAST-10235E6

222.34s LATEST-F5140D8

Percentile

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

1.99s 3.0-RC1

2.04s 4.0-RC1

1.91s LAST-10235E6

1.85s LATEST-F5140D8

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

1.94s 3.0-RC1

1.98s 4.0-RC1

1.89s LAST-10235E6

1.87s LATEST-F5140D8

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

2.75s 3.0-RC1

2.86s 4.0-RC1

2.64s LAST-10235E6

2.55s LATEST-F5140D8

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

1.92s 3.0-RC1

2.08s 4.0-RC1

1.93s LAST-10235E6

1.98s LATEST-F5140D8

Salting

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

1.05s 3.0-RC1

1.21s 4.0-RC1

1.06s LAST-10235E6

1.04s LATEST-F5140D8

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

1.11s LAST-10235E6

0.99s LATEST-F5140D8

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.6s LAST-10235E6

3.37s LATEST-F5140D8

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

0.6s 3.0-RC1

0.64s 4.0-RC1

0.58s LAST-10235E6

0.57s LATEST-F5140D8

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.54s LAST-10235E6

0.57s LATEST-F5140D8

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.7s LAST-10235E6

0.77s LATEST-F5140D8

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2s LAST-10235E6

2.02s LATEST-F5140D8

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

2.62s 3.0-RC1

2.78s 4.0-RC1

2.32s LAST-10235E6

2.51s LATEST-F5140D8

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

0.92s 3.0-RC1

0.96s 4.0-RC1

0.89s LAST-10235E6

0.94s LATEST-F5140D8

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)

1.27s 3.0-RC1

1.37s 4.0-RC1

1.32s LAST-10235E6

1.22s LATEST-F5140D8

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.64s LAST-10235E6

1.62s LATEST-F5140D8

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

1.9s LAST-10235E6

1.85s LATEST-F5140D8

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

1.99s 3.0-RC1

2.04s 4.0-RC1

1.91s LAST-10235E6

1.85s LATEST-F5140D8

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

1.94s 3.0-RC1

1.98s 4.0-RC1

1.89s LAST-10235E6

1.87s LATEST-F5140D8

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.14s LAST-10235E6

2.12s LATEST-F5140D8

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

2.72s 3.0-RC1

2.84s 4.0-RC1

2.6s LAST-10235E6

2.56s LATEST-F5140D8

2.75s 3.0-RC1

2.86s 4.0-RC1

2.64s LAST-10235E6

2.55s LATEST-F5140D8

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.77s LAST-10235E6

0.77s LATEST-F5140D8

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.9s LAST-10235E6

1.9s LATEST-F5140D8

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

1.92s 3.0-RC1

2.08s 4.0-RC1

1.93s LAST-10235E6

1.98s LATEST-F5140D8

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

0.72s 3.0-RC1

0.75s 4.0-RC1

0.71s LAST-10235E6

0.71s LATEST-F5140D8

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

0.82s 3.0-RC1

0.92s 4.0-RC1

0.82s LAST-10235E6

0.86s LATEST-F5140D8

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

0.83s 3.0-RC1

0.84s 4.0-RC1

0.81s LAST-10235E6

0.75s LATEST-F5140D8

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.73s LAST-10235E6

0.75s LATEST-F5140D8

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

106.85s LAST-10235E6

109.62s LATEST-F5140D8

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')

0.61s 3.0-RC1

0.77s 4.0-RC1

0.63s LAST-10235E6

0.62s LATEST-F5140D8

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

0.01s 3.0-RC1

0.01s 4.0-RC1

0s LAST-10235E6

0.01s LATEST-F5140D8

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

0.02s 3.0-RC1

0.05s 4.0-RC1

0.01s LAST-10235E6

0.01s LATEST-F5140D8

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

1.09s 3.0-RC1

1.57s 4.0-RC1

1.1s LAST-10235E6

1.07s LATEST-F5140D8

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%')

1.09s 3.0-RC1

1.53s 4.0-RC1

1.11s LAST-10235E6

1.06s LATEST-F5140D8

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

89.6s LAST-10235E6

90.6s LATEST-F5140D8

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 3.0-RC1

0.55s 4.0-RC1

0.3s LAST-10235E6

0.36s LATEST-F5140D8

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

0.85s 3.0-RC1

1.01s 4.0-RC1

0.87s LAST-10235E6

0.82s LATEST-F5140D8

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

0.25s 3.0-RC1

0.39s 4.0-RC1

0.25s LAST-10235E6

0.27s LATEST-F5140D8

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.74s LAST-10235E6

0.7s LATEST-F5140D8

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 3.0-RC1

0.18s 4.0-RC1

0.16s LAST-10235E6

0.19s LATEST-F5140D8

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

1.27s 3.0-RC1

1.67s 4.0-RC1

1.3s LAST-10235E6

1.29s LATEST-F5140D8

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.12s LAST-10235E6

0.07s LATEST-F5140D8

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

0.04s 3.0-RC1

0.05s 4.0-RC1

0.04s LAST-10235E6

0.04s LATEST-F5140D8

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

0.09s 3.0-RC1

0.1s 4.0-RC1

0.05s LAST-10235E6

0.06s LATEST-F5140D8

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

0.91s 3.0-RC1

1.29s 4.0-RC1

0.98s LAST-10235E6

0.94s LATEST-F5140D8

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

0.13s 3.0-RC1

0.13s 4.0-RC1

0.11s LAST-10235E6

0.12s LATEST-F5140D8

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

0.1s 3.0-RC1

0.08s 4.0-RC1

0.11s LAST-10235E6

0.1s LATEST-F5140D8

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

0.1s 3.0-RC1

0.1s 4.0-RC1

0.09s LAST-10235E6

0.1s LATEST-F5140D8

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

0.93s 3.0-RC1

1.3s 4.0-RC1

0.99s LAST-10235E6

0.94s LATEST-F5140D8

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

0.19s 3.0-RC1

0.21s 4.0-RC1

0.19s LAST-10235E6

0.18s LATEST-F5140D8

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

0.66s 3.0-RC1

0.7s 4.0-RC1

0.49s LAST-10235E6

0.7s LATEST-F5140D8

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

0.18s 3.0-RC1

0.2s 4.0-RC1

0.17s LAST-10235E6

0.16s LATEST-F5140D8

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.2s LAST-10235E6

1.16s LATEST-F5140D8

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

0.54s 3.0-RC1

0.88s 4.0-RC1

0.53s LAST-10235E6

0.53s LATEST-F5140D8

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

1.41s 3.0-RC1

2.32s 4.0-RC1

1.54s LAST-10235E6

1.48s LATEST-F5140D8

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.14s LAST-10235E6

0.14s LATEST-F5140D8

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1.09s LAST-10235E6

1.07s LATEST-F5140D8

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.43s LAST-10235E6

0.44s LATEST-F5140D8

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.14s LAST-10235E6

1.13s LATEST-F5140D8

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

0.07s 3.0-RC1

0.09s 4.0-RC1

0.08s LAST-10235E6

0.08s LATEST-F5140D8

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

1.96s 3.0-RC1

3.59s 4.0-RC1

1.9s LAST-10235E6

1.9s LATEST-F5140D8

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.07s LAST-10235E6

0.07s LATEST-F5140D8

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.38s LAST-10235E6

1.41s LATEST-F5140D8

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

34.95s 3.0-RC1

46.6s 4.0-RC1

34.68s LAST-10235E6

33.34s LATEST-F5140D8

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

449.49s LAST-10235E6

431.04s LATEST-F5140D8

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

0.86s 3.0-RC1

0.98s 4.0-RC1

1.32s LAST-10235E6

1.02s LATEST-F5140D8

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

0.85s 3.0-RC1

1.06s 4.0-RC1

1.15s LAST-10235E6

0.84s LATEST-F5140D8

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

0.46s 3.0-RC1

0.69s 4.0-RC1

0.45s LAST-10235E6

0.48s LATEST-F5140D8

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.96s LAST-10235E6

0.75s LATEST-F5140D8

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

0.38s 3.0-RC1

0.43s 4.0-RC1

0.36s LAST-10235E6

0.38s LATEST-F5140D8

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

1.36s 3.0-RC1

1.81s 4.0-RC1

1.57s LAST-10235E6

1.38s LATEST-F5140D8

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

0.15s 3.0-RC1

0.15s 4.0-RC1

0.14s LAST-10235E6

0.14s LATEST-F5140D8

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

0.04s 3.0-RC1

0.04s 4.0-RC1

0.05s LAST-10235E6

0.04s LATEST-F5140D8

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

0.12s 3.0-RC1

0.13s 4.0-RC1

0.11s LAST-10235E6

0.12s LATEST-F5140D8

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.12s LAST-10235E6

0.99s LATEST-F5140D8

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

0.17s 3.0-RC1

0.17s 4.0-RC1

0.16s LAST-10235E6

0.16s LATEST-F5140D8

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

0.08s 3.0-RC1

0.09s 4.0-RC1

0.1s LAST-10235E6

0.07s LATEST-F5140D8

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

0.12s 3.0-RC1

0.14s 4.0-RC1

0.12s LAST-10235E6

0.13s LATEST-F5140D8

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

0.97s 3.0-RC1

1.29s 4.0-RC1

1.12s LAST-10235E6

1s LATEST-F5140D8

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

0.42s 3.0-RC1

0.57s 4.0-RC1

0.43s LAST-10235E6

0.42s LATEST-F5140D8

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

0.4s 3.0-RC1

0.44s 4.0-RC1

0.45s LAST-10235E6

0.4s LATEST-F5140D8

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

0.4s 3.0-RC1

0.59s 4.0-RC1

0.41s LAST-10235E6

0.44s LATEST-F5140D8

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

1.19s 3.0-RC1

1.53s 4.0-RC1

1.42s LAST-10235E6

1.24s LATEST-F5140D8

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

0.97s 3.0-RC1

1.44s 4.0-RC1

1.11s LAST-10235E6

1.06s LATEST-F5140D8

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

1.55s 3.0-RC1

2.37s 4.0-RC1

1.84s LAST-10235E6

1.5s LATEST-F5140D8

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.2s LAST-10235E6

0.18s LATEST-F5140D8

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.23s LAST-10235E6

1.08s LATEST-F5140D8

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.56s LAST-10235E6

0.54s LATEST-F5140D8

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

1.21s 3.0-RC1

2.05s 4.0-RC1

1.43s LAST-10235E6

1.2s LATEST-F5140D8

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

0.16s 3.0-RC1

0.24s 4.0-RC1

0.19s LAST-10235E6

0.17s LATEST-F5140D8

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

2.08s 3.0-RC1

3.8s 4.0-RC1

2.23s LAST-10235E6

1.91s LATEST-F5140D8

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.33s LAST-10235E6

1.14s LATEST-F5140D8

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

1.44s 3.0-RC1

2.83s 4.0-RC1

1.71s LAST-10235E6

1.42s LATEST-F5140D8

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

37.75s 3.0-RC1

44.72s 4.0-RC1

37.16s LAST-10235E6

37.13s LATEST-F5140D8

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

665.31s LAST-10235E6

652.81s LATEST-F5140D8

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')

0.74s 3.0-RC1

0.92s 4.0-RC1

0.72s LAST-10235E6

0.74s LATEST-F5140D8

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.64s LAST-10235E6

0.64s LATEST-F5140D8

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.32s LAST-10235E6

1.28s LATEST-F5140D8

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

1.22s 3.0-RC1

1.36s 4.0-RC1

1.34s LAST-10235E6

1.28s LATEST-F5140D8

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

5.01s 3.0-RC1

5.09s 4.0-RC1

5.17s LAST-10235E6

4.92s LATEST-F5140D8

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.82s LAST-10235E6

0.8s LATEST-F5140D8

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.67s LAST-10235E6

2.53s LATEST-F5140D8

select count(*) from TABLE_6CF where f < 10000

2.08s 3.0-RC1

2.6s 4.0-RC1

2.32s LAST-10235E6

2.24s LATEST-F5140D8

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

104.52s LAST-10235E6

105.07s LATEST-F5140D8

SALTED_TABLE

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

ROWS 2000000 [2M]

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

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

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

1.05s 3.0-RC1

1.21s 4.0-RC1

1.06s LAST-10235E6

1.04s LATEST-F5140D8

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

1.11s LAST-10235E6

0.99s LATEST-F5140D8

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.6s LAST-10235E6

3.37s LATEST-F5140D8

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

106.93s LAST-10235E6

106.47s LATEST-F5140D8

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')

1.56s 3.0-RC1

2.09s 4.0-RC1

1.56s LAST-10235E6

1.58s LATEST-F5140D8

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.56s LAST-10235E6

1.49s LATEST-F5140D8

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.95s LAST-10235E6

1.88s LATEST-F5140D8

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

2.18s 3.0-RC1

2.92s 4.0-RC1

2.34s LAST-10235E6

2.26s LATEST-F5140D8

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

2.02s 3.0-RC1

2.47s 4.0-RC1

2.01s LAST-10235E6

2.08s LATEST-F5140D8

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.57s LAST-10235E6

1.56s LATEST-F5140D8

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.66s LAST-10235E6

1.61s LATEST-F5140D8

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.78s LAST-10235E6

1.81s LATEST-F5140D8

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

97.52s LAST-10235E6

98.52s LATEST-F5140D8

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

1.94s 3.0-RC1

2.31s 4.0-RC1

2.03s LAST-10235E6

2.02s LATEST-F5140D8

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.28s LAST-10235E6

2.21s LATEST-F5140D8

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

2.68s 3.0-RC1

3.07s 4.0-RC1

2.84s LAST-10235E6

2.73s LATEST-F5140D8

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

226.8s LAST-10235E6

222.34s LATEST-F5140D8

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