Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Wed Mar 26 04:00:20 PDT 2014

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.6s 3.0-RC1

0.64s 4.0-RC1

0.55s LAST-4CB1DCB

0.53s LATEST-6C9E0EC

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.63s LAST-4CB1DCB

0.56s LATEST-6C9E0EC

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.78s LAST-4CB1DCB

0.76s LATEST-6C9E0EC

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2.01s LAST-4CB1DCB

2.08s LATEST-6C9E0EC

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

2.41s LAST-4CB1DCB

2.5s LATEST-6C9E0EC

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

0.94s LAST-4CB1DCB

0.9s LATEST-6C9E0EC

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

1.28s LAST-4CB1DCB

1.27s LATEST-6C9E0EC

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.68s LAST-4CB1DCB

1.68s LATEST-6C9E0EC

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

1.94s LAST-4CB1DCB

1.94s LATEST-6C9E0EC

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.26s LAST-4CB1DCB

2.24s LATEST-6C9E0EC

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.76s LAST-4CB1DCB

0.78s LATEST-6C9E0EC

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

0.82s 3.0-RC1

0.92s 4.0-RC1

0.9s LAST-4CB1DCB

0.82s LATEST-6C9E0EC

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

0.83s 3.0-RC1

0.84s 4.0-RC1

0.82s LAST-4CB1DCB

0.8s LATEST-6C9E0EC

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.75s LAST-4CB1DCB

0.73s LATEST-6C9E0EC

select count(*) from WIDE_PK

1.94s 3.0-RC1

2.31s 4.0-RC1

2.02s LAST-4CB1DCB

2.03s LATEST-6C9E0EC

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.08s 3.0-RC1

2.6s 4.0-RC1

2.3s LAST-4CB1DCB

2.31s LATEST-6C9E0EC

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.78s LAST-4CB1DCB

1.71s LATEST-6C9E0EC

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.3s LAST-4CB1DCB

2.3s LATEST-6C9E0EC

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

2.82s LAST-4CB1DCB

2.9s LATEST-6C9E0EC

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-4CB1DCB

0.74s LATEST-6C9E0EC

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.66s LAST-4CB1DCB

0.72s LATEST-6C9E0EC

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.28s LAST-4CB1DCB

1.31s LATEST-6C9E0EC

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

1.37s LAST-4CB1DCB

1.42s LATEST-6C9E0EC

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

5.33s LAST-4CB1DCB

5.22s LATEST-6C9E0EC

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

1.56s 3.0-RC1

2.09s 4.0-RC1

1.6s LAST-4CB1DCB

1.56s LATEST-6C9E0EC

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.5s LAST-4CB1DCB

1.46s LATEST-6C9E0EC

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.88s LAST-4CB1DCB

1.9s LATEST-6C9E0EC

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

2.37s LAST-4CB1DCB

2.43s LATEST-6C9E0EC

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

2.06s LAST-4CB1DCB

2.08s LATEST-6C9E0EC

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

2.72s LAST-4CB1DCB

2.66s LATEST-6C9E0EC

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.88s LAST-4CB1DCB

1.92s LATEST-6C9E0EC

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-4CB1DCB

0.68s LATEST-6C9E0EC

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

0.61s 3.0-RC1

0.77s 4.0-RC1

0.64s LAST-4CB1DCB

0.67s LATEST-6C9E0EC

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

0.01s LAST-4CB1DCB

0s LATEST-6C9E0EC

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-4CB1DCB

0.05s LATEST-6C9E0EC

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

1.15s LAST-4CB1DCB

1.06s LATEST-6C9E0EC

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-4CB1DCB

1.16s LATEST-6C9E0EC

Index

select count(*) from INDEXED_TABLE

0.38s 3.0-RC1

0.55s 4.0-RC1

0.32s LAST-4CB1DCB

0.29s LATEST-6C9E0EC

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

0.85s 3.0-RC1

1.01s 4.0-RC1

0.9s LAST-4CB1DCB

0.87s LATEST-6C9E0EC

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

0.25s 3.0-RC1

0.39s 4.0-RC1

0.26s LAST-4CB1DCB

0.24s LATEST-6C9E0EC

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.7s LAST-4CB1DCB

0.7s LATEST-6C9E0EC

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

0.15s LAST-4CB1DCB

0.14s LATEST-6C9E0EC

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-4CB1DCB

1.29s LATEST-6C9E0EC

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.12s LAST-4CB1DCB

0.11s LATEST-6C9E0EC

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-4CB1DCB

0.04s LATEST-6C9E0EC

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

0.09s LAST-4CB1DCB

0.06s LATEST-6C9E0EC

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

0.91s 3.0-RC1

1.29s 4.0-RC1

1s LAST-4CB1DCB

0.92s LATEST-6C9E0EC

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-4CB1DCB

0.12s LATEST-6C9E0EC

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

0.09s LAST-4CB1DCB

0.1s LATEST-6C9E0EC

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

0.07s LAST-4CB1DCB

0.06s LATEST-6C9E0EC

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-4CB1DCB

0.93s LATEST-6C9E0EC

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

0.19s 3.0-RC1

0.21s 4.0-RC1

0.21s LAST-4CB1DCB

0.18s LATEST-6C9E0EC

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

0.53s LAST-4CB1DCB

0.63s LATEST-6C9E0EC

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-4CB1DCB

0.16s LATEST-6C9E0EC

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.22s LAST-4CB1DCB

1.26s LATEST-6C9E0EC

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

0.54s 3.0-RC1

0.88s 4.0-RC1

0.54s LAST-4CB1DCB

0.53s LATEST-6C9E0EC

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

1.41s 3.0-RC1

2.32s 4.0-RC1

1.51s LAST-4CB1DCB

1.57s LATEST-6C9E0EC

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.13s LAST-4CB1DCB

0.14s LATEST-6C9E0EC

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1.07s LAST-4CB1DCB

1.05s LATEST-6C9E0EC

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.47s LAST-4CB1DCB

0.44s LATEST-6C9E0EC

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.17s LAST-4CB1DCB

1.14s LATEST-6C9E0EC

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-4CB1DCB

0.08s LATEST-6C9E0EC

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

2.01s LAST-4CB1DCB

1.92s LATEST-6C9E0EC

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.11s LAST-4CB1DCB

0.07s LATEST-6C9E0EC

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.35s LAST-4CB1DCB

1.37s LATEST-6C9E0EC

select count(*) from INDEXED_TABLE_MUTABLE

0.86s 3.0-RC1

0.98s 4.0-RC1

1.33s LAST-4CB1DCB

1.02s LATEST-6C9E0EC

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

0.85s 3.0-RC1

1.06s 4.0-RC1

1.07s LAST-4CB1DCB

0.99s LATEST-6C9E0EC

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-4CB1DCB

0.47s LATEST-6C9E0EC

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.98s LAST-4CB1DCB

0.85s LATEST-6C9E0EC

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

0.34s LAST-4CB1DCB

0.35s LATEST-6C9E0EC

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

1.48s LAST-4CB1DCB

1.42s LATEST-6C9E0EC

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-4CB1DCB

0.14s LATEST-6C9E0EC

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-4CB1DCB

0.04s LATEST-6C9E0EC

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-4CB1DCB

0.13s LATEST-6C9E0EC

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.1s LAST-4CB1DCB

1.01s LATEST-6C9E0EC

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-4CB1DCB

0.15s LATEST-6C9E0EC

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-4CB1DCB

0.07s LATEST-6C9E0EC

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-4CB1DCB

0.14s LATEST-6C9E0EC

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

1.08s LAST-4CB1DCB

0.99s LATEST-6C9E0EC

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

0.42s 3.0-RC1

0.57s 4.0-RC1

0.45s LAST-4CB1DCB

0.44s LATEST-6C9E0EC

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-4CB1DCB

0.42s LATEST-6C9E0EC

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

0.44s LAST-4CB1DCB

0.42s LATEST-6C9E0EC

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

1.39s LAST-4CB1DCB

1.32s LATEST-6C9E0EC

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

0.97s 3.0-RC1

1.44s 4.0-RC1

0.99s LAST-4CB1DCB

1.01s LATEST-6C9E0EC

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

1.77s LAST-4CB1DCB

1.73s LATEST-6C9E0EC

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.17s LAST-4CB1DCB

0.17s LATEST-6C9E0EC

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.19s LAST-4CB1DCB

1.15s LATEST-6C9E0EC

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.54s LAST-4CB1DCB

0.53s LATEST-6C9E0EC

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

1.21s 3.0-RC1

2.05s 4.0-RC1

1.42s LAST-4CB1DCB

1.32s LATEST-6C9E0EC

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

0.18s LAST-4CB1DCB

0.17s LATEST-6C9E0EC

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

2.21s LAST-4CB1DCB

2.23s LATEST-6C9E0EC

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.34s LAST-4CB1DCB

1.28s LATEST-6C9E0EC

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

1.44s 3.0-RC1

2.83s 4.0-RC1

1.7s LAST-4CB1DCB

1.63s LATEST-6C9E0EC

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

32.76s LAST-4CB1DCB

35s LATEST-6C9E0EC

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

37.75s 3.0-RC1

44.72s 4.0-RC1

36.42s LAST-4CB1DCB

39.26s LATEST-6C9E0EC

Large Group By

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.8s LAST-4CB1DCB

0.8s LATEST-6C9E0EC

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.68s LAST-4CB1DCB

2.55s LATEST-6C9E0EC

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.53s LAST-4CB1DCB

1.56s LATEST-6C9E0EC

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.66s LAST-4CB1DCB

1.65s LATEST-6C9E0EC

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

110.44s LAST-4CB1DCB

107.86s LATEST-6C9E0EC

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

88.86s LAST-4CB1DCB

89.95s LATEST-6C9E0EC

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

445.11s LAST-4CB1DCB

453.45s LATEST-6C9E0EC

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

699s LAST-4CB1DCB

642.85s LATEST-6C9E0EC

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

104.08s LAST-4CB1DCB

105.28s LATEST-6C9E0EC

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

106.71s LAST-4CB1DCB

107.42s LATEST-6C9E0EC

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

97.91s LAST-4CB1DCB

99.36s LATEST-6C9E0EC

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

227.39s LAST-4CB1DCB

226.86s LATEST-6C9E0EC

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

2s LAST-4CB1DCB

1.95s LATEST-6C9E0EC

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

1.93s LAST-4CB1DCB

1.97s LATEST-6C9E0EC

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-4CB1DCB

2.7s LATEST-6C9E0EC

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

1.95s LAST-4CB1DCB

1.98s LATEST-6C9E0EC

Salting

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

1.05s 3.0-RC1

1.21s 4.0-RC1

1.07s LAST-4CB1DCB

1.14s LATEST-6C9E0EC

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

1.01s LAST-4CB1DCB

1.04s LATEST-6C9E0EC

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.5s LAST-4CB1DCB

3.51s LATEST-6C9E0EC

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

0.55s LAST-4CB1DCB

0.53s LATEST-6C9E0EC

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.63s LAST-4CB1DCB

0.56s LATEST-6C9E0EC

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.78s LAST-4CB1DCB

0.76s LATEST-6C9E0EC

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2.01s LAST-4CB1DCB

2.08s LATEST-6C9E0EC

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

2.41s LAST-4CB1DCB

2.5s LATEST-6C9E0EC

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

0.94s LAST-4CB1DCB

0.9s LATEST-6C9E0EC

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

1.28s LAST-4CB1DCB

1.27s LATEST-6C9E0EC

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.68s LAST-4CB1DCB

1.68s LATEST-6C9E0EC

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

1.94s LAST-4CB1DCB

1.94s LATEST-6C9E0EC

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

2s LAST-4CB1DCB

1.95s LATEST-6C9E0EC

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

1.93s LAST-4CB1DCB

1.97s LATEST-6C9E0EC

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.26s LAST-4CB1DCB

2.24s LATEST-6C9E0EC

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

2.72s 3.0-RC1

2.84s 4.0-RC1

2.72s LAST-4CB1DCB

2.66s LATEST-6C9E0EC

2.75s 3.0-RC1

2.86s 4.0-RC1

2.7s LAST-4CB1DCB

2.7s LATEST-6C9E0EC

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.76s LAST-4CB1DCB

0.78s LATEST-6C9E0EC

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.88s LAST-4CB1DCB

1.92s LATEST-6C9E0EC

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

1.95s LAST-4CB1DCB

1.98s LATEST-6C9E0EC

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-4CB1DCB

0.68s LATEST-6C9E0EC

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

0.82s 3.0-RC1

0.92s 4.0-RC1

0.9s LAST-4CB1DCB

0.82s LATEST-6C9E0EC

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

0.83s 3.0-RC1

0.84s 4.0-RC1

0.82s LAST-4CB1DCB

0.8s LATEST-6C9E0EC

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.75s LAST-4CB1DCB

0.73s LATEST-6C9E0EC

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

110.44s LAST-4CB1DCB

107.86s LATEST-6C9E0EC

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

0.64s LAST-4CB1DCB

0.67s LATEST-6C9E0EC

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

0.01s LAST-4CB1DCB

0s LATEST-6C9E0EC

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-4CB1DCB

0.05s LATEST-6C9E0EC

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

1.15s LAST-4CB1DCB

1.06s LATEST-6C9E0EC

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-4CB1DCB

1.16s LATEST-6C9E0EC

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

88.86s LAST-4CB1DCB

89.95s LATEST-6C9E0EC

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

0.32s LAST-4CB1DCB

0.29s LATEST-6C9E0EC

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

0.85s 3.0-RC1

1.01s 4.0-RC1

0.9s LAST-4CB1DCB

0.87s LATEST-6C9E0EC

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

0.25s 3.0-RC1

0.39s 4.0-RC1

0.26s LAST-4CB1DCB

0.24s LATEST-6C9E0EC

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.7s LAST-4CB1DCB

0.7s LATEST-6C9E0EC

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

0.15s LAST-4CB1DCB

0.14s LATEST-6C9E0EC

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-4CB1DCB

1.29s LATEST-6C9E0EC

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.12s LAST-4CB1DCB

0.11s LATEST-6C9E0EC

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-4CB1DCB

0.04s LATEST-6C9E0EC

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

0.09s LAST-4CB1DCB

0.06s LATEST-6C9E0EC

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

0.91s 3.0-RC1

1.29s 4.0-RC1

1s LAST-4CB1DCB

0.92s LATEST-6C9E0EC

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-4CB1DCB

0.12s LATEST-6C9E0EC

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

0.09s LAST-4CB1DCB

0.1s LATEST-6C9E0EC

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

0.07s LAST-4CB1DCB

0.06s LATEST-6C9E0EC

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-4CB1DCB

0.93s LATEST-6C9E0EC

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

0.19s 3.0-RC1

0.21s 4.0-RC1

0.21s LAST-4CB1DCB

0.18s LATEST-6C9E0EC

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

0.53s LAST-4CB1DCB

0.63s LATEST-6C9E0EC

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-4CB1DCB

0.16s LATEST-6C9E0EC

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.22s LAST-4CB1DCB

1.26s LATEST-6C9E0EC

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

0.54s 3.0-RC1

0.88s 4.0-RC1

0.54s LAST-4CB1DCB

0.53s LATEST-6C9E0EC

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

1.41s 3.0-RC1

2.32s 4.0-RC1

1.51s LAST-4CB1DCB

1.57s LATEST-6C9E0EC

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.13s LAST-4CB1DCB

0.14s LATEST-6C9E0EC

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1.07s LAST-4CB1DCB

1.05s LATEST-6C9E0EC

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.47s LAST-4CB1DCB

0.44s LATEST-6C9E0EC

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.17s LAST-4CB1DCB

1.14s LATEST-6C9E0EC

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-4CB1DCB

0.08s LATEST-6C9E0EC

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

2.01s LAST-4CB1DCB

1.92s LATEST-6C9E0EC

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.11s LAST-4CB1DCB

0.07s LATEST-6C9E0EC

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.35s LAST-4CB1DCB

1.37s LATEST-6C9E0EC

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

34.95s 3.0-RC1

46.6s 4.0-RC1

32.76s LAST-4CB1DCB

35s LATEST-6C9E0EC

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

445.11s LAST-4CB1DCB

453.45s LATEST-6C9E0EC

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

1.33s LAST-4CB1DCB

1.02s LATEST-6C9E0EC

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

0.85s 3.0-RC1

1.06s 4.0-RC1

1.07s LAST-4CB1DCB

0.99s LATEST-6C9E0EC

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-4CB1DCB

0.47s LATEST-6C9E0EC

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.98s LAST-4CB1DCB

0.85s LATEST-6C9E0EC

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

0.34s LAST-4CB1DCB

0.35s LATEST-6C9E0EC

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

1.48s LAST-4CB1DCB

1.42s LATEST-6C9E0EC

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-4CB1DCB

0.14s LATEST-6C9E0EC

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-4CB1DCB

0.04s LATEST-6C9E0EC

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-4CB1DCB

0.13s LATEST-6C9E0EC

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.1s LAST-4CB1DCB

1.01s LATEST-6C9E0EC

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-4CB1DCB

0.15s LATEST-6C9E0EC

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-4CB1DCB

0.07s LATEST-6C9E0EC

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-4CB1DCB

0.14s LATEST-6C9E0EC

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

1.08s LAST-4CB1DCB

0.99s LATEST-6C9E0EC

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

0.42s 3.0-RC1

0.57s 4.0-RC1

0.45s LAST-4CB1DCB

0.44s LATEST-6C9E0EC

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-4CB1DCB

0.42s LATEST-6C9E0EC

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

0.44s LAST-4CB1DCB

0.42s LATEST-6C9E0EC

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

1.39s LAST-4CB1DCB

1.32s LATEST-6C9E0EC

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

0.97s 3.0-RC1

1.44s 4.0-RC1

0.99s LAST-4CB1DCB

1.01s LATEST-6C9E0EC

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

1.77s LAST-4CB1DCB

1.73s LATEST-6C9E0EC

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.17s LAST-4CB1DCB

0.17s LATEST-6C9E0EC

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.19s LAST-4CB1DCB

1.15s LATEST-6C9E0EC

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.54s LAST-4CB1DCB

0.53s LATEST-6C9E0EC

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

1.21s 3.0-RC1

2.05s 4.0-RC1

1.42s LAST-4CB1DCB

1.32s LATEST-6C9E0EC

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

0.18s LAST-4CB1DCB

0.17s LATEST-6C9E0EC

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

2.21s LAST-4CB1DCB

2.23s LATEST-6C9E0EC

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.34s LAST-4CB1DCB

1.28s LATEST-6C9E0EC

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

1.44s 3.0-RC1

2.83s 4.0-RC1

1.7s LAST-4CB1DCB

1.63s LATEST-6C9E0EC

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

37.75s 3.0-RC1

44.72s 4.0-RC1

36.42s LAST-4CB1DCB

39.26s LATEST-6C9E0EC

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

699s LAST-4CB1DCB

642.85s LATEST-6C9E0EC

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-4CB1DCB

0.74s LATEST-6C9E0EC

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.66s LAST-4CB1DCB

0.72s LATEST-6C9E0EC

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.28s LAST-4CB1DCB

1.31s LATEST-6C9E0EC

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

1.37s LAST-4CB1DCB

1.42s LATEST-6C9E0EC

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

5.33s LAST-4CB1DCB

5.22s LATEST-6C9E0EC

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.8s LAST-4CB1DCB

0.8s LATEST-6C9E0EC

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.68s LAST-4CB1DCB

2.55s LATEST-6C9E0EC

select count(*) from TABLE_6CF where f < 10000

2.08s 3.0-RC1

2.6s 4.0-RC1

2.3s LAST-4CB1DCB

2.31s LATEST-6C9E0EC

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

104.08s LAST-4CB1DCB

105.28s LATEST-6C9E0EC

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

1.07s LAST-4CB1DCB

1.14s LATEST-6C9E0EC

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

1.01s LAST-4CB1DCB

1.04s LATEST-6C9E0EC

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.5s LAST-4CB1DCB

3.51s LATEST-6C9E0EC

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

106.71s LAST-4CB1DCB

107.42s LATEST-6C9E0EC

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

1.6s LAST-4CB1DCB

1.56s LATEST-6C9E0EC

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.5s LAST-4CB1DCB

1.46s LATEST-6C9E0EC

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.88s LAST-4CB1DCB

1.9s LATEST-6C9E0EC

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

2.37s LAST-4CB1DCB

2.43s LATEST-6C9E0EC

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

2.06s LAST-4CB1DCB

2.08s LATEST-6C9E0EC

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.53s LAST-4CB1DCB

1.56s LATEST-6C9E0EC

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.66s LAST-4CB1DCB

1.65s LATEST-6C9E0EC

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.78s LAST-4CB1DCB

1.71s LATEST-6C9E0EC

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

97.91s LAST-4CB1DCB

99.36s LATEST-6C9E0EC

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

2.02s LAST-4CB1DCB

2.03s LATEST-6C9E0EC

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.3s LAST-4CB1DCB

2.3s LATEST-6C9E0EC

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

2.82s LAST-4CB1DCB

2.9s LATEST-6C9E0EC

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

227.39s LAST-4CB1DCB

226.86s LATEST-6C9E0EC

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