Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Wed Mar 26 06:00:54 PDT 2014

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.6s 3.0-RC1

0.64s 4.0-RC1

0.53s LAST-6C9E0EC

0.56s LATEST-04120E1

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.56s LAST-6C9E0EC

0.55s LATEST-04120E1

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.76s LAST-6C9E0EC

0.74s LATEST-04120E1

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2.08s LAST-6C9E0EC

2.06s LATEST-04120E1

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

2.5s LAST-6C9E0EC

2.61s LATEST-04120E1

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

0.9s LAST-6C9E0EC

0.9s LATEST-04120E1

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

1.27s LAST-6C9E0EC

1.28s LATEST-04120E1

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.68s LAST-6C9E0EC

1.68s LATEST-04120E1

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

1.94s LAST-6C9E0EC

1.94s LATEST-04120E1

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.24s LAST-6C9E0EC

2.21s LATEST-04120E1

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.78s LAST-6C9E0EC

0.76s LATEST-04120E1

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-6C9E0EC

0.84s LATEST-04120E1

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

0.83s 3.0-RC1

0.84s 4.0-RC1

0.8s LAST-6C9E0EC

0.8s LATEST-04120E1

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.73s LAST-6C9E0EC

0.72s LATEST-04120E1

select count(*) from WIDE_PK

1.94s 3.0-RC1

2.31s 4.0-RC1

2.03s LAST-6C9E0EC

1.98s LATEST-04120E1

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.08s 3.0-RC1

2.6s 4.0-RC1

2.31s LAST-6C9E0EC

2.21s LATEST-04120E1

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.71s LAST-6C9E0EC

1.73s LATEST-04120E1

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.3s LAST-6C9E0EC

2.27s LATEST-04120E1

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

2.9s LAST-6C9E0EC

2.81s LATEST-04120E1

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

0.74s LAST-6C9E0EC

0.73s LATEST-04120E1

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.72s LAST-6C9E0EC

0.64s LATEST-04120E1

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.31s LAST-6C9E0EC

1.29s LATEST-04120E1

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

1.42s LAST-6C9E0EC

1.37s LATEST-04120E1

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

5.22s LAST-6C9E0EC

5.01s LATEST-04120E1

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-6C9E0EC

1.53s LATEST-04120E1

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.46s LAST-6C9E0EC

1.43s LATEST-04120E1

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.9s LAST-6C9E0EC

1.84s LATEST-04120E1

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

2.43s LAST-6C9E0EC

2.17s LATEST-04120E1

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

2.08s LAST-6C9E0EC

2.06s LATEST-04120E1

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

2.66s LAST-6C9E0EC

2.68s LATEST-04120E1

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.92s LAST-6C9E0EC

1.99s LATEST-04120E1

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

0.68s LAST-6C9E0EC

0.69s LATEST-04120E1

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

0.61s 3.0-RC1

0.77s 4.0-RC1

0.67s LAST-6C9E0EC

0.64s LATEST-04120E1

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-6C9E0EC

0.01s LATEST-04120E1

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

0.05s LAST-6C9E0EC

0.01s LATEST-04120E1

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

1.06s LAST-6C9E0EC

1.12s LATEST-04120E1

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

1.16s LAST-6C9E0EC

1.15s LATEST-04120E1

Index

select count(*) from INDEXED_TABLE

0.38s 3.0-RC1

0.55s 4.0-RC1

0.29s LAST-6C9E0EC

0.35s LATEST-04120E1

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-6C9E0EC

0.85s LATEST-04120E1

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

0.25s 3.0-RC1

0.39s 4.0-RC1

0.24s LAST-6C9E0EC

0.24s LATEST-04120E1

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.7s LAST-6C9E0EC

0.72s LATEST-04120E1

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

0.14s LAST-6C9E0EC

0.15s LATEST-04120E1

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

1.29s LAST-6C9E0EC

1.41s LATEST-04120E1

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.11s LAST-6C9E0EC

0.07s LATEST-04120E1

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-6C9E0EC

0.04s LATEST-04120E1

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

0.06s LAST-6C9E0EC

0.06s LATEST-04120E1

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

0.91s 3.0-RC1

1.29s 4.0-RC1

0.92s LAST-6C9E0EC

1.05s LATEST-04120E1

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

0.13s 3.0-RC1

0.13s 4.0-RC1

0.12s LAST-6C9E0EC

0.12s LATEST-04120E1

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

0.1s LAST-6C9E0EC

0.1s LATEST-04120E1

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

0.06s LAST-6C9E0EC

0.06s LATEST-04120E1

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

0.93s LAST-6C9E0EC

1.05s LATEST-04120E1

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

0.19s 3.0-RC1

0.21s 4.0-RC1

0.18s LAST-6C9E0EC

0.2s LATEST-04120E1

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

0.63s LAST-6C9E0EC

0.52s LATEST-04120E1

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

0.16s LAST-6C9E0EC

0.16s LATEST-04120E1

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.26s LAST-6C9E0EC

1.32s LATEST-04120E1

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-6C9E0EC

0.52s LATEST-04120E1

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

1.41s 3.0-RC1

2.32s 4.0-RC1

1.57s LAST-6C9E0EC

1.51s LATEST-04120E1

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.14s LAST-6C9E0EC

0.13s LATEST-04120E1

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1.05s LAST-6C9E0EC

1.15s LATEST-04120E1

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.44s LAST-6C9E0EC

0.45s LATEST-04120E1

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.14s LAST-6C9E0EC

1.17s LATEST-04120E1

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-6C9E0EC

0.08s LATEST-04120E1

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

1.92s LAST-6C9E0EC

2.03s LATEST-04120E1

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.07s LAST-6C9E0EC

0.07s LATEST-04120E1

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.37s LAST-6C9E0EC

1.43s LATEST-04120E1

select count(*) from INDEXED_TABLE_MUTABLE

0.86s 3.0-RC1

0.98s 4.0-RC1

1.02s LAST-6C9E0EC

0.7s LATEST-04120E1

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

0.85s 3.0-RC1

1.06s 4.0-RC1

0.99s LAST-6C9E0EC

0.86s LATEST-04120E1

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

0.46s 3.0-RC1

0.69s 4.0-RC1

0.47s LAST-6C9E0EC

0.44s LATEST-04120E1

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.85s LAST-6C9E0EC

0.74s LATEST-04120E1

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

0.35s LAST-6C9E0EC

0.34s LATEST-04120E1

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

1.42s LAST-6C9E0EC

1.28s LATEST-04120E1

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-6C9E0EC

0.14s LATEST-04120E1

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

0.04s LAST-6C9E0EC

0.04s LATEST-04120E1

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

0.13s LAST-6C9E0EC

0.12s LATEST-04120E1

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.01s LAST-6C9E0EC

0.91s LATEST-04120E1

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

0.15s LAST-6C9E0EC

0.15s LATEST-04120E1

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

0.07s LAST-6C9E0EC

0.07s LATEST-04120E1

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

0.14s LAST-6C9E0EC

0.12s LATEST-04120E1

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

0.99s LAST-6C9E0EC

0.93s LATEST-04120E1

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

0.42s 3.0-RC1

0.57s 4.0-RC1

0.44s LAST-6C9E0EC

0.42s LATEST-04120E1

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

0.42s LAST-6C9E0EC

0.42s LATEST-04120E1

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

0.42s LAST-6C9E0EC

0.41s LATEST-04120E1

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

1.32s LAST-6C9E0EC

1.19s LATEST-04120E1

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

0.97s 3.0-RC1

1.44s 4.0-RC1

1.01s LAST-6C9E0EC

0.95s LATEST-04120E1

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

1.73s LAST-6C9E0EC

1.45s LATEST-04120E1

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.17s LAST-6C9E0EC

0.16s LATEST-04120E1

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.15s LAST-6C9E0EC

1.03s LATEST-04120E1

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.53s LAST-6C9E0EC

0.51s LATEST-04120E1

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

1.21s 3.0-RC1

2.05s 4.0-RC1

1.32s LAST-6C9E0EC

1.14s LATEST-04120E1

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

0.17s LAST-6C9E0EC

0.17s LATEST-04120E1

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-6C9E0EC

1.86s LATEST-04120E1

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.28s LAST-6C9E0EC

1.21s LATEST-04120E1

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

1.44s 3.0-RC1

2.83s 4.0-RC1

1.63s LAST-6C9E0EC

1.42s LATEST-04120E1

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

35s LAST-6C9E0EC

33.51s LATEST-04120E1

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

37.75s 3.0-RC1

44.72s 4.0-RC1

39.26s LAST-6C9E0EC

40.9s LATEST-04120E1

Large Group By

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.8s LAST-6C9E0EC

0.82s LATEST-04120E1

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.55s LAST-6C9E0EC

2.59s LATEST-04120E1

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.56s LAST-6C9E0EC

1.55s LATEST-04120E1

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.65s LAST-6C9E0EC

1.68s LATEST-04120E1

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

107.86s LAST-6C9E0EC

113.43s LATEST-04120E1

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

89.95s LAST-6C9E0EC

86.46s LATEST-04120E1

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

453.45s LAST-6C9E0EC

442.84s LATEST-04120E1

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

642.85s LAST-6C9E0EC

642.04s LATEST-04120E1

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

105.28s LAST-6C9E0EC

103.07s LATEST-04120E1

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

107.42s LAST-6C9E0EC

106.07s LATEST-04120E1

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

99.36s LAST-6C9E0EC

97.24s LATEST-04120E1

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

226.86s LAST-6C9E0EC

228.68s LATEST-04120E1

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

1.95s LAST-6C9E0EC

1.97s LATEST-04120E1

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

1.97s LAST-6C9E0EC

1.96s LATEST-04120E1

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

2.7s LAST-6C9E0EC

2.7s LATEST-04120E1

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

1.98s LAST-6C9E0EC

2.03s LATEST-04120E1

Salting

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

1.05s 3.0-RC1

1.21s 4.0-RC1

1.14s LAST-6C9E0EC

1.02s LATEST-04120E1

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

1.04s LAST-6C9E0EC

0.97s LATEST-04120E1

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.51s LAST-6C9E0EC

3.42s LATEST-04120E1

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

0.53s LAST-6C9E0EC

0.56s LATEST-04120E1

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.56s LAST-6C9E0EC

0.55s LATEST-04120E1

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.76s LAST-6C9E0EC

0.74s LATEST-04120E1

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2.08s LAST-6C9E0EC

2.06s LATEST-04120E1

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

2.5s LAST-6C9E0EC

2.61s LATEST-04120E1

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

0.9s LAST-6C9E0EC

0.9s LATEST-04120E1

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

1.27s LAST-6C9E0EC

1.28s LATEST-04120E1

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.68s LAST-6C9E0EC

1.68s LATEST-04120E1

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

1.94s LAST-6C9E0EC

1.94s LATEST-04120E1

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

1.95s LAST-6C9E0EC

1.97s LATEST-04120E1

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

1.97s LAST-6C9E0EC

1.96s LATEST-04120E1

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.24s LAST-6C9E0EC

2.21s LATEST-04120E1

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

2.72s 3.0-RC1

2.84s 4.0-RC1

2.66s LAST-6C9E0EC

2.68s LATEST-04120E1

2.75s 3.0-RC1

2.86s 4.0-RC1

2.7s LAST-6C9E0EC

2.7s LATEST-04120E1

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.78s LAST-6C9E0EC

0.76s LATEST-04120E1

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.92s LAST-6C9E0EC

1.99s LATEST-04120E1

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

1.98s LAST-6C9E0EC

2.03s LATEST-04120E1

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

0.72s 3.0-RC1

0.75s 4.0-RC1

0.68s LAST-6C9E0EC

0.69s LATEST-04120E1

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-6C9E0EC

0.84s LATEST-04120E1

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

0.83s 3.0-RC1

0.84s 4.0-RC1

0.8s LAST-6C9E0EC

0.8s LATEST-04120E1

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.73s LAST-6C9E0EC

0.72s LATEST-04120E1

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

107.86s LAST-6C9E0EC

113.43s LATEST-04120E1

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

0.67s LAST-6C9E0EC

0.64s LATEST-04120E1

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-6C9E0EC

0.01s LATEST-04120E1

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

0.05s LAST-6C9E0EC

0.01s LATEST-04120E1

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

1.06s LAST-6C9E0EC

1.12s LATEST-04120E1

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

1.16s LAST-6C9E0EC

1.15s LATEST-04120E1

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

89.95s LAST-6C9E0EC

86.46s LATEST-04120E1

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

0.29s LAST-6C9E0EC

0.35s LATEST-04120E1

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-6C9E0EC

0.85s LATEST-04120E1

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

0.25s 3.0-RC1

0.39s 4.0-RC1

0.24s LAST-6C9E0EC

0.24s LATEST-04120E1

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.7s LAST-6C9E0EC

0.72s LATEST-04120E1

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

0.14s LAST-6C9E0EC

0.15s LATEST-04120E1

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

1.29s LAST-6C9E0EC

1.41s LATEST-04120E1

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.11s LAST-6C9E0EC

0.07s LATEST-04120E1

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-6C9E0EC

0.04s LATEST-04120E1

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

0.06s LAST-6C9E0EC

0.06s LATEST-04120E1

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

0.91s 3.0-RC1

1.29s 4.0-RC1

0.92s LAST-6C9E0EC

1.05s LATEST-04120E1

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

0.13s 3.0-RC1

0.13s 4.0-RC1

0.12s LAST-6C9E0EC

0.12s LATEST-04120E1

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

0.1s LAST-6C9E0EC

0.1s LATEST-04120E1

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

0.06s LAST-6C9E0EC

0.06s LATEST-04120E1

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

0.93s LAST-6C9E0EC

1.05s LATEST-04120E1

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

0.19s 3.0-RC1

0.21s 4.0-RC1

0.18s LAST-6C9E0EC

0.2s LATEST-04120E1

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

0.63s LAST-6C9E0EC

0.52s LATEST-04120E1

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

0.16s LAST-6C9E0EC

0.16s LATEST-04120E1

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.26s LAST-6C9E0EC

1.32s LATEST-04120E1

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-6C9E0EC

0.52s LATEST-04120E1

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

1.41s 3.0-RC1

2.32s 4.0-RC1

1.57s LAST-6C9E0EC

1.51s LATEST-04120E1

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.14s LAST-6C9E0EC

0.13s LATEST-04120E1

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1.05s LAST-6C9E0EC

1.15s LATEST-04120E1

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.44s LAST-6C9E0EC

0.45s LATEST-04120E1

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.14s LAST-6C9E0EC

1.17s LATEST-04120E1

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-6C9E0EC

0.08s LATEST-04120E1

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

1.92s LAST-6C9E0EC

2.03s LATEST-04120E1

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.07s LAST-6C9E0EC

0.07s LATEST-04120E1

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.37s LAST-6C9E0EC

1.43s LATEST-04120E1

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

34.95s 3.0-RC1

46.6s 4.0-RC1

35s LAST-6C9E0EC

33.51s LATEST-04120E1

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

453.45s LAST-6C9E0EC

442.84s LATEST-04120E1

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

1.02s LAST-6C9E0EC

0.7s LATEST-04120E1

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

0.85s 3.0-RC1

1.06s 4.0-RC1

0.99s LAST-6C9E0EC

0.86s LATEST-04120E1

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

0.46s 3.0-RC1

0.69s 4.0-RC1

0.47s LAST-6C9E0EC

0.44s LATEST-04120E1

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.85s LAST-6C9E0EC

0.74s LATEST-04120E1

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

0.35s LAST-6C9E0EC

0.34s LATEST-04120E1

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

1.42s LAST-6C9E0EC

1.28s LATEST-04120E1

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-6C9E0EC

0.14s LATEST-04120E1

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

0.04s LAST-6C9E0EC

0.04s LATEST-04120E1

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

0.13s LAST-6C9E0EC

0.12s LATEST-04120E1

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.01s LAST-6C9E0EC

0.91s LATEST-04120E1

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

0.15s LAST-6C9E0EC

0.15s LATEST-04120E1

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

0.07s LAST-6C9E0EC

0.07s LATEST-04120E1

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

0.14s LAST-6C9E0EC

0.12s LATEST-04120E1

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

0.99s LAST-6C9E0EC

0.93s LATEST-04120E1

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

0.42s 3.0-RC1

0.57s 4.0-RC1

0.44s LAST-6C9E0EC

0.42s LATEST-04120E1

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

0.42s LAST-6C9E0EC

0.42s LATEST-04120E1

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

0.42s LAST-6C9E0EC

0.41s LATEST-04120E1

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

1.32s LAST-6C9E0EC

1.19s LATEST-04120E1

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

0.97s 3.0-RC1

1.44s 4.0-RC1

1.01s LAST-6C9E0EC

0.95s LATEST-04120E1

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

1.73s LAST-6C9E0EC

1.45s LATEST-04120E1

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.17s LAST-6C9E0EC

0.16s LATEST-04120E1

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.15s LAST-6C9E0EC

1.03s LATEST-04120E1

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.53s LAST-6C9E0EC

0.51s LATEST-04120E1

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

1.21s 3.0-RC1

2.05s 4.0-RC1

1.32s LAST-6C9E0EC

1.14s LATEST-04120E1

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

0.17s LAST-6C9E0EC

0.17s LATEST-04120E1

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-6C9E0EC

1.86s LATEST-04120E1

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.28s LAST-6C9E0EC

1.21s LATEST-04120E1

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

1.44s 3.0-RC1

2.83s 4.0-RC1

1.63s LAST-6C9E0EC

1.42s LATEST-04120E1

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

37.75s 3.0-RC1

44.72s 4.0-RC1

39.26s LAST-6C9E0EC

40.9s LATEST-04120E1

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

642.85s LAST-6C9E0EC

642.04s LATEST-04120E1

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

0.74s LAST-6C9E0EC

0.73s LATEST-04120E1

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.72s LAST-6C9E0EC

0.64s LATEST-04120E1

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.31s LAST-6C9E0EC

1.29s LATEST-04120E1

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

1.42s LAST-6C9E0EC

1.37s LATEST-04120E1

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

5.22s LAST-6C9E0EC

5.01s LATEST-04120E1

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.8s LAST-6C9E0EC

0.82s LATEST-04120E1

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.55s LAST-6C9E0EC

2.59s LATEST-04120E1

select count(*) from TABLE_6CF where f < 10000

2.08s 3.0-RC1

2.6s 4.0-RC1

2.31s LAST-6C9E0EC

2.21s LATEST-04120E1

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

105.28s LAST-6C9E0EC

103.07s LATEST-04120E1

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

1.14s LAST-6C9E0EC

1.02s LATEST-04120E1

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

1.04s LAST-6C9E0EC

0.97s LATEST-04120E1

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.51s LAST-6C9E0EC

3.42s LATEST-04120E1

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

107.42s LAST-6C9E0EC

106.07s LATEST-04120E1

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-6C9E0EC

1.53s LATEST-04120E1

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.46s LAST-6C9E0EC

1.43s LATEST-04120E1

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.9s LAST-6C9E0EC

1.84s LATEST-04120E1

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

2.43s LAST-6C9E0EC

2.17s LATEST-04120E1

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

2.08s LAST-6C9E0EC

2.06s LATEST-04120E1

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.56s LAST-6C9E0EC

1.55s LATEST-04120E1

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.65s LAST-6C9E0EC

1.68s LATEST-04120E1

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.71s LAST-6C9E0EC

1.73s LATEST-04120E1

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

99.36s LAST-6C9E0EC

97.24s LATEST-04120E1

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-6C9E0EC

1.98s LATEST-04120E1

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.3s LAST-6C9E0EC

2.27s LATEST-04120E1

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

2.9s LAST-6C9E0EC

2.81s LATEST-04120E1

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

226.86s LAST-6C9E0EC

228.68s LATEST-04120E1

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