Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Thu Mar 27 20:10:29 PDT 2014

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.6s 3.0-RC1

0.64s 4.0-RC1

0.63s LAST-43BB7C4

0.58s LATEST-EFE2529

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.56s LAST-43BB7C4

0.58s LATEST-EFE2529

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.73s LAST-43BB7C4

0.75s LATEST-EFE2529

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2.05s LAST-43BB7C4

2.05s LATEST-EFE2529

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

2.42s LAST-43BB7C4

2.49s LATEST-EFE2529

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

0.88s LAST-43BB7C4

0.94s LATEST-EFE2529

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-43BB7C4

1.28s LATEST-EFE2529

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.72s LAST-43BB7C4

1.72s LATEST-EFE2529

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

1.98s LAST-43BB7C4

1.95s LATEST-EFE2529

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.24s LAST-43BB7C4

2.23s LATEST-EFE2529

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.82s LAST-43BB7C4

0.84s LATEST-EFE2529

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

0.82s 3.0-RC1

0.92s 4.0-RC1

0.84s LAST-43BB7C4

0.87s LATEST-EFE2529

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-43BB7C4

0.83s LATEST-EFE2529

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.73s LAST-43BB7C4

0.75s LATEST-EFE2529

select count(*) from WIDE_PK

1.94s 3.0-RC1

2.31s 4.0-RC1

1.99s LAST-43BB7C4

2.05s LATEST-EFE2529

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.08s 3.0-RC1

2.6s 4.0-RC1

2.24s LAST-43BB7C4

2.22s LATEST-EFE2529

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.84s LAST-43BB7C4

2.02s LATEST-EFE2529

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.23s LAST-43BB7C4

2.29s LATEST-EFE2529

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

2.74s LAST-43BB7C4

2.83s LATEST-EFE2529

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-43BB7C4

0.78s LATEST-EFE2529

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.68s LAST-43BB7C4

0.73s LATEST-EFE2529

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.22s LAST-43BB7C4

1.24s LATEST-EFE2529

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

1.26s LAST-43BB7C4

1.27s LATEST-EFE2529

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

5.13s LAST-43BB7C4

5.24s LATEST-EFE2529

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-43BB7C4

1.61s LATEST-EFE2529

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.46s LAST-43BB7C4

1.48s LATEST-EFE2529

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.92s LAST-43BB7C4

2.13s LATEST-EFE2529

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

2.26s LAST-43BB7C4

2.29s LATEST-EFE2529

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-43BB7C4

2.2s LATEST-EFE2529

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

2.69s LAST-43BB7C4

2.65s LATEST-EFE2529

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.95s LAST-43BB7C4

1.94s LATEST-EFE2529

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-43BB7C4

0.71s LATEST-EFE2529

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

0.61s 3.0-RC1

0.77s 4.0-RC1

0.66s LAST-43BB7C4

0.62s LATEST-EFE2529

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-43BB7C4

0s LATEST-EFE2529

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-43BB7C4

0.01s LATEST-EFE2529

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

1.13s LAST-43BB7C4

1.13s LATEST-EFE2529

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

1.04s LAST-43BB7C4

1.15s LATEST-EFE2529

Index

select count(*) from INDEXED_TABLE

0.38s 3.0-RC1

0.55s 4.0-RC1

0.33s LAST-43BB7C4

0.32s LATEST-EFE2529

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

0.85s 3.0-RC1

1.01s 4.0-RC1

0.82s LAST-43BB7C4

0.88s LATEST-EFE2529

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-43BB7C4

0.27s LATEST-EFE2529

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.73s LAST-43BB7C4

0.76s LATEST-EFE2529

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-43BB7C4

0.16s LATEST-EFE2529

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

1.28s LAST-43BB7C4

1.31s LATEST-EFE2529

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.08s LAST-43BB7C4

0.07s LATEST-EFE2529

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-43BB7C4

0.04s LATEST-EFE2529

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-43BB7C4

0.09s LATEST-EFE2529

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

0.91s 3.0-RC1

1.29s 4.0-RC1

0.93s LAST-43BB7C4

0.97s LATEST-EFE2529

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-43BB7C4

0.12s LATEST-EFE2529

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-43BB7C4

0.1s LATEST-EFE2529

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

0.1s LAST-43BB7C4

0.1s LATEST-EFE2529

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

0.94s LAST-43BB7C4

0.97s LATEST-EFE2529

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-43BB7C4

0.2s LATEST-EFE2529

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

0.62s LAST-43BB7C4

0.59s LATEST-EFE2529

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

0.2s LAST-43BB7C4

0.18s LATEST-EFE2529

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.17s LAST-43BB7C4

1.21s LATEST-EFE2529

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

0.54s 3.0-RC1

0.88s 4.0-RC1

0.52s LAST-43BB7C4

0.53s LATEST-EFE2529

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-43BB7C4

1.51s LATEST-EFE2529

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.13s LAST-43BB7C4

0.14s LATEST-EFE2529

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1.06s LAST-43BB7C4

1.06s LATEST-EFE2529

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.43s LAST-43BB7C4

0.46s LATEST-EFE2529

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.14s LAST-43BB7C4

1.19s LATEST-EFE2529

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-43BB7C4

0.08s LATEST-EFE2529

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

1.94s LAST-43BB7C4

1.98s LATEST-EFE2529

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.07s LAST-43BB7C4

0.11s LATEST-EFE2529

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.41s LAST-43BB7C4

1.42s LATEST-EFE2529

select count(*) from INDEXED_TABLE_MUTABLE

0.86s 3.0-RC1

0.98s 4.0-RC1

0.99s LAST-43BB7C4

0.82s LATEST-EFE2529

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

0.85s 3.0-RC1

1.06s 4.0-RC1

0.97s LAST-43BB7C4

0.92s LATEST-EFE2529

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

0.46s 3.0-RC1

0.69s 4.0-RC1

0.48s LAST-43BB7C4

0.45s LATEST-EFE2529

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.98s LAST-43BB7C4

0.94s LATEST-EFE2529

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

0.38s LAST-43BB7C4

0.35s LATEST-EFE2529

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

1.51s LAST-43BB7C4

1.54s LATEST-EFE2529

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

0.15s 3.0-RC1

0.15s 4.0-RC1

0.13s LAST-43BB7C4

0.14s LATEST-EFE2529

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-43BB7C4

0.05s LATEST-EFE2529

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

0.12s LAST-43BB7C4

0.13s LATEST-EFE2529

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.04s LAST-43BB7C4

1.1s LATEST-EFE2529

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-43BB7C4

0.15s LATEST-EFE2529

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-43BB7C4

0.08s LATEST-EFE2529

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-43BB7C4

0.14s LATEST-EFE2529

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

1.1s LAST-43BB7C4

1.1s LATEST-EFE2529

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-43BB7C4

0.43s LATEST-EFE2529

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

0.4s LAST-43BB7C4

0.42s LATEST-EFE2529

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-43BB7C4

0.41s LATEST-EFE2529

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

1.35s LAST-43BB7C4

1.37s LATEST-EFE2529

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

0.97s 3.0-RC1

1.44s 4.0-RC1

0.98s LAST-43BB7C4

1.04s LATEST-EFE2529

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

1.81s LAST-43BB7C4

1.75s LATEST-EFE2529

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.17s LAST-43BB7C4

0.18s LATEST-EFE2529

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.2s LAST-43BB7C4

1.18s LATEST-EFE2529

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.51s LAST-43BB7C4

0.52s LATEST-EFE2529

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-43BB7C4

1.32s LATEST-EFE2529

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

0.16s LAST-43BB7C4

0.18s LATEST-EFE2529

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

2s LAST-43BB7C4

2.32s LATEST-EFE2529

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.2s LAST-43BB7C4

1.2s LATEST-EFE2529

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

1.44s 3.0-RC1

2.83s 4.0-RC1

1.45s LAST-43BB7C4

1.46s LATEST-EFE2529

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

35.01s LAST-43BB7C4

35.5s LATEST-EFE2529

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

37.75s 3.0-RC1

44.72s 4.0-RC1

46.32s LAST-43BB7C4

35.55s LATEST-EFE2529

Large Group By

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.85s LAST-43BB7C4

0.85s LATEST-EFE2529

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.67s LAST-43BB7C4

2.56s LATEST-EFE2529

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.7s LAST-43BB7C4

1.68s LATEST-EFE2529

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.75s LAST-43BB7C4

1.85s LATEST-EFE2529

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

115.7s LAST-43BB7C4

108.01s LATEST-EFE2529

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

91.12s LAST-43BB7C4

93.55s LATEST-EFE2529

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

453.12s LAST-43BB7C4

459.08s LATEST-EFE2529

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

727.91s LAST-43BB7C4

695.96s LATEST-EFE2529

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

105s LAST-43BB7C4

108.42s LATEST-EFE2529

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

106.41s LAST-43BB7C4

109s LATEST-EFE2529

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

97.94s LAST-43BB7C4

102.13s LATEST-EFE2529

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

226.92s LAST-43BB7C4

229.1s LATEST-EFE2529

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

1.96s LAST-43BB7C4

1.95s LATEST-EFE2529

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

1.98s LAST-43BB7C4

1.96s LATEST-EFE2529

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

2.68s LAST-43BB7C4

2.67s LATEST-EFE2529

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

2.01s LAST-43BB7C4

2.01s LATEST-EFE2529

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-43BB7C4

1.17s LATEST-EFE2529

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

0.98s LAST-43BB7C4

0.99s LATEST-EFE2529

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.54s LAST-43BB7C4

3.45s LATEST-EFE2529

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

0.63s LAST-43BB7C4

0.58s LATEST-EFE2529

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.56s LAST-43BB7C4

0.58s LATEST-EFE2529

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.73s LAST-43BB7C4

0.75s LATEST-EFE2529

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2.05s LAST-43BB7C4

2.05s LATEST-EFE2529

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

2.42s LAST-43BB7C4

2.49s LATEST-EFE2529

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

0.88s LAST-43BB7C4

0.94s LATEST-EFE2529

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-43BB7C4

1.28s LATEST-EFE2529

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.72s LAST-43BB7C4

1.72s LATEST-EFE2529

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

1.98s LAST-43BB7C4

1.95s LATEST-EFE2529

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

1.96s LAST-43BB7C4

1.95s LATEST-EFE2529

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

1.98s LAST-43BB7C4

1.96s LATEST-EFE2529

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.24s LAST-43BB7C4

2.23s LATEST-EFE2529

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

2.72s 3.0-RC1

2.84s 4.0-RC1

2.69s LAST-43BB7C4

2.65s LATEST-EFE2529

2.75s 3.0-RC1

2.86s 4.0-RC1

2.68s LAST-43BB7C4

2.67s LATEST-EFE2529

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.82s LAST-43BB7C4

0.84s LATEST-EFE2529

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.95s LAST-43BB7C4

1.94s LATEST-EFE2529

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

2.01s LAST-43BB7C4

2.01s LATEST-EFE2529

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-43BB7C4

0.71s LATEST-EFE2529

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

0.82s 3.0-RC1

0.92s 4.0-RC1

0.84s LAST-43BB7C4

0.87s LATEST-EFE2529

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-43BB7C4

0.83s LATEST-EFE2529

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.73s LAST-43BB7C4

0.75s LATEST-EFE2529

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

115.7s LAST-43BB7C4

108.01s LATEST-EFE2529

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

0.66s LAST-43BB7C4

0.62s LATEST-EFE2529

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-43BB7C4

0s LATEST-EFE2529

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-43BB7C4

0.01s LATEST-EFE2529

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

1.13s LAST-43BB7C4

1.13s LATEST-EFE2529

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

1.04s LAST-43BB7C4

1.15s LATEST-EFE2529

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

91.12s LAST-43BB7C4

93.55s LATEST-EFE2529

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

0.33s LAST-43BB7C4

0.32s LATEST-EFE2529

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

0.85s 3.0-RC1

1.01s 4.0-RC1

0.82s LAST-43BB7C4

0.88s LATEST-EFE2529

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-43BB7C4

0.27s LATEST-EFE2529

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.73s LAST-43BB7C4

0.76s LATEST-EFE2529

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-43BB7C4

0.16s LATEST-EFE2529

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

1.28s LAST-43BB7C4

1.31s LATEST-EFE2529

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.08s LAST-43BB7C4

0.07s LATEST-EFE2529

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-43BB7C4

0.04s LATEST-EFE2529

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-43BB7C4

0.09s LATEST-EFE2529

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

0.91s 3.0-RC1

1.29s 4.0-RC1

0.93s LAST-43BB7C4

0.97s LATEST-EFE2529

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-43BB7C4

0.12s LATEST-EFE2529

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-43BB7C4

0.1s LATEST-EFE2529

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

0.1s LAST-43BB7C4

0.1s LATEST-EFE2529

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

0.94s LAST-43BB7C4

0.97s LATEST-EFE2529

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-43BB7C4

0.2s LATEST-EFE2529

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

0.62s LAST-43BB7C4

0.59s LATEST-EFE2529

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

0.2s LAST-43BB7C4

0.18s LATEST-EFE2529

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.17s LAST-43BB7C4

1.21s LATEST-EFE2529

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

0.54s 3.0-RC1

0.88s 4.0-RC1

0.52s LAST-43BB7C4

0.53s LATEST-EFE2529

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-43BB7C4

1.51s LATEST-EFE2529

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.13s LAST-43BB7C4

0.14s LATEST-EFE2529

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1.06s LAST-43BB7C4

1.06s LATEST-EFE2529

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.43s LAST-43BB7C4

0.46s LATEST-EFE2529

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.14s LAST-43BB7C4

1.19s LATEST-EFE2529

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-43BB7C4

0.08s LATEST-EFE2529

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

1.94s LAST-43BB7C4

1.98s LATEST-EFE2529

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.07s LAST-43BB7C4

0.11s LATEST-EFE2529

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.41s LAST-43BB7C4

1.42s LATEST-EFE2529

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

34.95s 3.0-RC1

46.6s 4.0-RC1

35.01s LAST-43BB7C4

35.5s LATEST-EFE2529

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

453.12s LAST-43BB7C4

459.08s LATEST-EFE2529

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

0.99s LAST-43BB7C4

0.82s LATEST-EFE2529

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

0.85s 3.0-RC1

1.06s 4.0-RC1

0.97s LAST-43BB7C4

0.92s LATEST-EFE2529

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

0.46s 3.0-RC1

0.69s 4.0-RC1

0.48s LAST-43BB7C4

0.45s LATEST-EFE2529

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.98s LAST-43BB7C4

0.94s LATEST-EFE2529

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

0.38s LAST-43BB7C4

0.35s LATEST-EFE2529

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

1.51s LAST-43BB7C4

1.54s LATEST-EFE2529

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

0.15s 3.0-RC1

0.15s 4.0-RC1

0.13s LAST-43BB7C4

0.14s LATEST-EFE2529

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-43BB7C4

0.05s LATEST-EFE2529

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

0.12s LAST-43BB7C4

0.13s LATEST-EFE2529

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.04s LAST-43BB7C4

1.1s LATEST-EFE2529

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-43BB7C4

0.15s LATEST-EFE2529

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-43BB7C4

0.08s LATEST-EFE2529

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-43BB7C4

0.14s LATEST-EFE2529

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

1.1s LAST-43BB7C4

1.1s LATEST-EFE2529

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-43BB7C4

0.43s LATEST-EFE2529

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

0.4s LAST-43BB7C4

0.42s LATEST-EFE2529

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-43BB7C4

0.41s LATEST-EFE2529

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

1.35s LAST-43BB7C4

1.37s LATEST-EFE2529

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

0.97s 3.0-RC1

1.44s 4.0-RC1

0.98s LAST-43BB7C4

1.04s LATEST-EFE2529

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

1.81s LAST-43BB7C4

1.75s LATEST-EFE2529

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.17s LAST-43BB7C4

0.18s LATEST-EFE2529

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.2s LAST-43BB7C4

1.18s LATEST-EFE2529

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.51s LAST-43BB7C4

0.52s LATEST-EFE2529

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-43BB7C4

1.32s LATEST-EFE2529

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

0.16s LAST-43BB7C4

0.18s LATEST-EFE2529

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

2s LAST-43BB7C4

2.32s LATEST-EFE2529

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.2s LAST-43BB7C4

1.2s LATEST-EFE2529

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

1.44s 3.0-RC1

2.83s 4.0-RC1

1.45s LAST-43BB7C4

1.46s LATEST-EFE2529

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

37.75s 3.0-RC1

44.72s 4.0-RC1

46.32s LAST-43BB7C4

35.55s LATEST-EFE2529

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

727.91s LAST-43BB7C4

695.96s LATEST-EFE2529

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-43BB7C4

0.78s LATEST-EFE2529

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.68s LAST-43BB7C4

0.73s LATEST-EFE2529

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.22s LAST-43BB7C4

1.24s LATEST-EFE2529

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

1.26s LAST-43BB7C4

1.27s LATEST-EFE2529

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

5.13s LAST-43BB7C4

5.24s LATEST-EFE2529

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.85s LAST-43BB7C4

0.85s LATEST-EFE2529

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.67s LAST-43BB7C4

2.56s LATEST-EFE2529

select count(*) from TABLE_6CF where f < 10000

2.08s 3.0-RC1

2.6s 4.0-RC1

2.24s LAST-43BB7C4

2.22s LATEST-EFE2529

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

105s LAST-43BB7C4

108.42s LATEST-EFE2529

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-43BB7C4

1.17s LATEST-EFE2529

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

0.98s LAST-43BB7C4

0.99s LATEST-EFE2529

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.54s LAST-43BB7C4

3.45s LATEST-EFE2529

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

106.41s LAST-43BB7C4

109s LATEST-EFE2529

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-43BB7C4

1.61s LATEST-EFE2529

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.46s LAST-43BB7C4

1.48s LATEST-EFE2529

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.92s LAST-43BB7C4

2.13s LATEST-EFE2529

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

2.26s LAST-43BB7C4

2.29s LATEST-EFE2529

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-43BB7C4

2.2s LATEST-EFE2529

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.7s LAST-43BB7C4

1.68s LATEST-EFE2529

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.75s LAST-43BB7C4

1.85s LATEST-EFE2529

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.84s LAST-43BB7C4

2.02s LATEST-EFE2529

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

97.94s LAST-43BB7C4

102.13s LATEST-EFE2529

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

1.99s LAST-43BB7C4

2.05s LATEST-EFE2529

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.23s LAST-43BB7C4

2.29s LATEST-EFE2529

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

2.74s LAST-43BB7C4

2.83s LATEST-EFE2529

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

226.92s LAST-43BB7C4

229.1s LATEST-EFE2529

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