Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Tue Apr 08 20:04:47 PDT 2014

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.6s 3.0-RC1

0.64s 4.0-RC1

0.58s LAST-0364149

0.55s LATEST-3CCF4C6

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.59s LAST-0364149

0.6s LATEST-3CCF4C6

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.82s LAST-0364149

0.72s LATEST-3CCF4C6

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2.16s LAST-0364149

2.18s LATEST-3CCF4C6

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

2.58s LAST-0364149

2.56s LATEST-3CCF4C6

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-0364149

0.95s LATEST-3CCF4C6

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

1.26s LAST-0364149

1.32s LATEST-3CCF4C6

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.77s LAST-0364149

1.72s LATEST-3CCF4C6

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

2.02s LAST-0364149

2.02s LATEST-3CCF4C6

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.28s LAST-0364149

2.31s LATEST-3CCF4C6

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.77s LAST-0364149

0.8s LATEST-3CCF4C6

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-0364149

0.89s LATEST-3CCF4C6

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

0.83s 3.0-RC1

0.84s 4.0-RC1

0.79s LAST-0364149

0.83s LATEST-3CCF4C6

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.74s LAST-0364149

0.78s LATEST-3CCF4C6

select count(*) from WIDE_PK

1.94s 3.0-RC1

2.31s 4.0-RC1

2.06s LAST-0364149

2.04s LATEST-3CCF4C6

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-0364149

2.2s LATEST-3CCF4C6

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.78s LAST-0364149

1.78s LATEST-3CCF4C6

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.22s LAST-0364149

2.21s LATEST-3CCF4C6

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

2.7s LAST-0364149

2.75s LATEST-3CCF4C6

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

0.75s LAST-0364149

0.76s LATEST-3CCF4C6

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.66s LAST-0364149

0.69s LATEST-3CCF4C6

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.3s LAST-0364149

1.23s LATEST-3CCF4C6

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

1.36s LAST-0364149

1.28s LATEST-3CCF4C6

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-0364149

4.97s LATEST-3CCF4C6

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

1.56s 3.0-RC1

2.09s 4.0-RC1

1.55s LAST-0364149

1.57s LATEST-3CCF4C6

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.54s LAST-0364149

1.51s LATEST-3CCF4C6

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.87s LAST-0364149

1.89s LATEST-3CCF4C6

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

2.2s LAST-0364149

2.27s LATEST-3CCF4C6

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

1.99s LAST-0364149

2.03s LATEST-3CCF4C6

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

2.75s LAST-0364149

2.71s LATEST-3CCF4C6

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.86s LAST-0364149

1.97s LATEST-3CCF4C6

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

0.7s LAST-0364149

0.74s LATEST-3CCF4C6

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

0.61s 3.0-RC1

0.77s 4.0-RC1

0.62s LAST-0364149

0.62s LATEST-3CCF4C6

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-0364149

0.01s LATEST-3CCF4C6

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-0364149

0.01s LATEST-3CCF4C6

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-0364149

1.09s LATEST-3CCF4C6

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

1.1s LAST-0364149

1.2s LATEST-3CCF4C6

Index

select count(*) from INDEXED_TABLE

0.38s 3.0-RC1

0.55s 4.0-RC1

0.3s LAST-0364149

0.41s LATEST-3CCF4C6

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

0.85s 3.0-RC1

1.01s 4.0-RC1

0.95s LAST-0364149

0.84s LATEST-3CCF4C6

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

0.25s 3.0-RC1

0.39s 4.0-RC1

0.28s LAST-0364149

0.29s LATEST-3CCF4C6

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.74s LAST-0364149

0.73s LATEST-3CCF4C6

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

0.16s 3.0-RC1

0.18s 4.0-RC1

0.16s LAST-0364149

0.17s LATEST-3CCF4C6

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

1.32s LAST-0364149

1.26s LATEST-3CCF4C6

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.08s LAST-0364149

0.1s LATEST-3CCF4C6

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-0364149

0.04s LATEST-3CCF4C6

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

0.1s LAST-0364149

0.09s LATEST-3CCF4C6

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

0.91s 3.0-RC1

1.29s 4.0-RC1

0.96s LAST-0364149

0.98s LATEST-3CCF4C6

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-0364149

0.12s LATEST-3CCF4C6

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-0364149

0.11s LATEST-3CCF4C6

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-0364149

0.1s LATEST-3CCF4C6

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

0.98s LAST-0364149

0.97s LATEST-3CCF4C6

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-0364149

0.2s LATEST-3CCF4C6

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

0.6s LAST-0364149

0.65s LATEST-3CCF4C6

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

0.18s LAST-0364149

0.17s LATEST-3CCF4C6

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.23s LAST-0364149

1.22s LATEST-3CCF4C6

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-0364149

0.52s LATEST-3CCF4C6

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

1.41s 3.0-RC1

2.32s 4.0-RC1

1.46s LAST-0364149

1.49s LATEST-3CCF4C6

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.15s LAST-0364149

0.13s LATEST-3CCF4C6

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1s LAST-0364149

1.04s LATEST-3CCF4C6

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.45s LAST-0364149

0.43s LATEST-3CCF4C6

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.12s LAST-0364149

1.12s LATEST-3CCF4C6

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

0.07s 3.0-RC1

0.09s 4.0-RC1

0.05s LAST-0364149

0.08s LATEST-3CCF4C6

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-0364149

1.96s LATEST-3CCF4C6

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.07s LAST-0364149

0.1s LATEST-3CCF4C6

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.38s LAST-0364149

1.45s LATEST-3CCF4C6

select count(*) from INDEXED_TABLE_MUTABLE

0.86s 3.0-RC1

0.98s 4.0-RC1

1.05s LAST-0364149

1.38s LATEST-3CCF4C6

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

0.85s 3.0-RC1

1.06s 4.0-RC1

0.91s LAST-0364149

0.81s LATEST-3CCF4C6

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

0.46s 3.0-RC1

0.69s 4.0-RC1

0.49s LAST-0364149

0.5s LATEST-3CCF4C6

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.97s LAST-0364149

0.9s LATEST-3CCF4C6

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

0.43s LAST-0364149

0.36s LATEST-3CCF4C6

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

1.43s LAST-0364149

1.51s LATEST-3CCF4C6

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

0.15s 3.0-RC1

0.15s 4.0-RC1

0.15s LAST-0364149

0.12s LATEST-3CCF4C6

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

0.08s LAST-0364149

0.04s LATEST-3CCF4C6

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-0364149

0.13s LATEST-3CCF4C6

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.07s LAST-0364149

1.01s LATEST-3CCF4C6

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

0.17s LAST-0364149

0.15s LATEST-3CCF4C6

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

0.11s LAST-0364149

0.08s LATEST-3CCF4C6

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

0.13s LAST-0364149

0.14s LATEST-3CCF4C6

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-0364149

1.07s LATEST-3CCF4C6

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-0364149

0.41s LATEST-3CCF4C6

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

0.44s LAST-0364149

0.45s LATEST-3CCF4C6

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-0364149

0.4s LATEST-3CCF4C6

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-0364149

1.34s LATEST-3CCF4C6

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

0.97s 3.0-RC1

1.44s 4.0-RC1

1.13s LAST-0364149

0.99s LATEST-3CCF4C6

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-0364149

1.53s LATEST-3CCF4C6

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.2s LAST-0364149

0.18s LATEST-3CCF4C6

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.13s LAST-0364149

1.04s LATEST-3CCF4C6

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.55s LAST-0364149

0.54s LATEST-3CCF4C6

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-0364149

1.15s LATEST-3CCF4C6

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-0364149

0.17s LATEST-3CCF4C6

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

2.14s LAST-0364149

1.99s LATEST-3CCF4C6

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.22s LAST-0364149

1.23s LATEST-3CCF4C6

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-0364149

1.42s LATEST-3CCF4C6

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

35.55s LAST-0364149

34.9s LATEST-3CCF4C6

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

37.75s 3.0-RC1

44.72s 4.0-RC1

38.45s LAST-0364149

37.16s LATEST-3CCF4C6

Large Group By

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.84s LAST-0364149

0.84s LATEST-3CCF4C6

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.71s LAST-0364149

2.6s LATEST-3CCF4C6

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.57s LAST-0364149

1.68s LATEST-3CCF4C6

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.67s LAST-0364149

1.74s LATEST-3CCF4C6

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

112.12s LAST-0364149

117.42s LATEST-3CCF4C6

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

88.93s LAST-0364149

89.76s LATEST-3CCF4C6

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

455.03s LAST-0364149

448.39s LATEST-3CCF4C6

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

714.97s LAST-0364149

744.58s LATEST-3CCF4C6

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

103.49s LAST-0364149

104.13s LATEST-3CCF4C6

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

107.22s LAST-0364149

105.16s LATEST-3CCF4C6

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

98.51s LAST-0364149

97.25s LATEST-3CCF4C6

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

228.51s LAST-0364149

228.36s LATEST-3CCF4C6

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

2.04s LAST-0364149

2s LATEST-3CCF4C6

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

2.04s LAST-0364149

1.97s LATEST-3CCF4C6

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

2.78s LAST-0364149

2.71s LATEST-3CCF4C6

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

1.97s LAST-0364149

2.1s LATEST-3CCF4C6

Salting

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

1.05s 3.0-RC1

1.21s 4.0-RC1

1.1s LAST-0364149

1.09s LATEST-3CCF4C6

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

1.05s LAST-0364149

1.02s LATEST-3CCF4C6

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.64s LAST-0364149

3.4s LATEST-3CCF4C6

Queries by Table

AGGREGATION_TABLE

Table used for various aggregation functions

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (HOST CHAR(2) NOT NULL,DOMAIN VARCHAR NOT NULL,FEATURE VARCHAR NOT NULL,DATE DATE NOT NULL,USAGE.CORE BIGINT,USAGE.DB BIGINT,STATS.ACTIVE_VISITOR INTEGER CONSTRAINT PK PRIMARY KEY (HOST, DOMAIN, FEATURE, DATE)) SPLIT ON ('CSGoogle','CSSalesforce','EUApple','EUGoogle','EUSalesforce','NAApple','NAGoogle','NASalesforce')

DATA GENERATOR
STRING :: Values: NA|CS|EU
STRING :: Values: Salesforce.com|Apple.com|Google.com|Yelp.com
STRING :: Values: Login|Report|Dashboard|Sales|UI
DATE :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM

select count(*) from AGGREGATION_TABLE

0.6s 3.0-RC1

0.64s 4.0-RC1

0.58s LAST-0364149

0.55s LATEST-3CCF4C6

select count(1) from AGGREGATION_TABLE group by HOST

0.56s 3.0-RC1

0.64s 4.0-RC1

0.59s LAST-0364149

0.6s LATEST-3CCF4C6

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

0.71s 3.0-RC1

0.84s 4.0-RC1

0.82s LAST-0364149

0.72s LATEST-3CCF4C6

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

2.11s 3.0-RC1

2.09s 4.0-RC1

2.16s LAST-0364149

2.18s LATEST-3CCF4C6

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

2.58s LAST-0364149

2.56s LATEST-3CCF4C6

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-0364149

0.95s LATEST-3CCF4C6

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

1.26s LAST-0364149

1.32s LATEST-3CCF4C6

select count(active_visitor) count from AGGREGATION_TABLE

1.7s 3.0-RC1

1.74s 4.0-RC1

1.77s LAST-0364149

1.72s LATEST-3CCF4C6

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s 3.0-RC1

2.02s 4.0-RC1

2.02s LAST-0364149

2.02s LATEST-3CCF4C6

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

2.04s LAST-0364149

2s LATEST-3CCF4C6

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

2.04s LAST-0364149

1.97s LATEST-3CCF4C6

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

2.23s 3.0-RC1

2.35s 4.0-RC1

2.28s LAST-0364149

2.31s LATEST-3CCF4C6

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

2.72s 3.0-RC1

2.84s 4.0-RC1

2.75s LAST-0364149

2.71s LATEST-3CCF4C6

2.75s 3.0-RC1

2.86s 4.0-RC1

2.78s LAST-0364149

2.71s LATEST-3CCF4C6

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

0.77s 3.0-RC1

0.89s 4.0-RC1

0.77s LAST-0364149

0.8s LATEST-3CCF4C6

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

1.96s 3.0-RC1

2.02s 4.0-RC1

1.86s LAST-0364149

1.97s LATEST-3CCF4C6

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

1.97s LAST-0364149

2.1s LATEST-3CCF4C6

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

0.72s 3.0-RC1

0.75s 4.0-RC1

0.7s LAST-0364149

0.74s LATEST-3CCF4C6

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-0364149

0.89s LATEST-3CCF4C6

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

0.83s 3.0-RC1

0.84s 4.0-RC1

0.79s LAST-0364149

0.83s LATEST-3CCF4C6

select count(core) from AGGREGATION_TABLE where core > 90

0.74s 3.0-RC1

0.85s 4.0-RC1

0.74s LAST-0364149

0.78s LATEST-3CCF4C6

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

113.67s 3.0-RC1

121.21s 4.0-RC1

112.12s LAST-0364149

117.42s LATEST-3CCF4C6

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

0.62s LAST-0364149

0.62s LATEST-3CCF4C6

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-0364149

0.01s LATEST-3CCF4C6

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-0364149

0.01s LATEST-3CCF4C6

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-0364149

1.09s LATEST-3CCF4C6

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

1.1s LAST-0364149

1.2s LATEST-3CCF4C6

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

90.53s 3.0-RC1

106.59s 4.0-RC1

88.93s LAST-0364149

89.76s LATEST-3CCF4C6

INDEXED_TABLE

Indexing test. Phoenix 2.0+ feature. See explain plan by hovering over version label to see which index table is used.

ROWS 2000000 [2M]

DDL CREATE TABLE $TABLE (HOST CHAR(2) NOT NULL,DOMAIN VARCHAR NOT NULL,FEATURE VARCHAR NOT NULL,DATE DATE NOT NULL,USAGE.CORE BIGINT,USAGE.DB BIGINT,STATS.ACTIVE_VISITOR INTEGER CONSTRAINT PK PRIMARY KEY (HOST, DOMAIN, FEATURE, DATE)) IMMUTABLE_ROWS=true,MAX_FILESIZE=30485760;CREATE INDEX idx1 ON $TABLE (CORE);CREATE INDEX idx2 ON $TABLE (DB);CREATE INDEX idx3 ON $TABLE (DB,ACTIVE_VISITOR);CREATE INDEX idx4 ON $TABLE (CORE,DB,ACTIVE_VISITOR);CREATE INDEX ids1 ON $TABLE (CORE) SALT_BUCKETS=16;CREATE INDEX ids2 ON $TABLE (DB) SALT_BUCKETS=16;CREATE INDEX ids3 ON $TABLE (DB,ACTIVE_VISITOR) SALT_BUCKETS=16;CREATE INDEX ids4 ON $TABLE (CORE,DB,ACTIVE_VISITOR) SALT_BUCKETS=16;

DATA GENERATOR
STRING :: Values: NA|CS|EU
STRING :: Values: Salesforce.com|Apple.com|Google.com|Yelp.com
STRING :: Values: Login|Report|Dashboard|Sales|UI
DATE :: Values: SEQUENTIAL
INTEGER :: Max. Value: 100 Values: RANDOM
INTEGER :: Max. Value: 2000 Values: RANDOM
INTEGER :: Max. Value: 10000 Values: RANDOM

select count(*) from INDEXED_TABLE

0.38s 3.0-RC1

0.55s 4.0-RC1

0.3s LAST-0364149

0.41s LATEST-3CCF4C6

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

0.85s 3.0-RC1

1.01s 4.0-RC1

0.95s LAST-0364149

0.84s LATEST-3CCF4C6

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

0.25s 3.0-RC1

0.39s 4.0-RC1

0.28s LAST-0364149

0.29s LATEST-3CCF4C6

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

0.69s 3.0-RC1

1.18s 4.0-RC1

0.74s LAST-0364149

0.73s LATEST-3CCF4C6

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

0.16s 3.0-RC1

0.18s 4.0-RC1

0.16s LAST-0364149

0.17s LATEST-3CCF4C6

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

1.32s LAST-0364149

1.26s LATEST-3CCF4C6

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

0.11s 3.0-RC1

0.11s 4.0-RC1

0.08s LAST-0364149

0.1s LATEST-3CCF4C6

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-0364149

0.04s LATEST-3CCF4C6

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

0.1s LAST-0364149

0.09s LATEST-3CCF4C6

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

0.91s 3.0-RC1

1.29s 4.0-RC1

0.96s LAST-0364149

0.98s LATEST-3CCF4C6

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-0364149

0.12s LATEST-3CCF4C6

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-0364149

0.11s LATEST-3CCF4C6

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-0364149

0.1s LATEST-3CCF4C6

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

0.98s LAST-0364149

0.97s LATEST-3CCF4C6

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-0364149

0.2s LATEST-3CCF4C6

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

0.6s LAST-0364149

0.65s LATEST-3CCF4C6

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

0.18s LAST-0364149

0.17s LATEST-3CCF4C6

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

1.15s 3.0-RC1

1.66s 4.0-RC1

1.23s LAST-0364149

1.22s LATEST-3CCF4C6

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-0364149

0.52s LATEST-3CCF4C6

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

1.41s 3.0-RC1

2.32s 4.0-RC1

1.46s LAST-0364149

1.49s LATEST-3CCF4C6

select count(core) from INDEXED_TABLE where core > 90

0.13s 3.0-RC1

0.17s 4.0-RC1

0.15s LAST-0364149

0.13s LATEST-3CCF4C6

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

1.04s 3.0-RC1

1.43s 4.0-RC1

1s LAST-0364149

1.04s LATEST-3CCF4C6

select count(core) from INDEXED_TABLE where core > 0

0.44s 3.0-RC1

0.53s 4.0-RC1

0.45s LAST-0364149

0.43s LATEST-3CCF4C6

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

1.13s 3.0-RC1

1.79s 4.0-RC1

1.12s LAST-0364149

1.12s LATEST-3CCF4C6

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

0.07s 3.0-RC1

0.09s 4.0-RC1

0.05s LAST-0364149

0.08s LATEST-3CCF4C6

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-0364149

1.96s LATEST-3CCF4C6

select db from INDEXED_TABLE order by db limit 10

0.1s 3.0-RC1

0.07s 4.0-RC1

0.07s LAST-0364149

0.1s LATEST-3CCF4C6

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

1.42s 3.0-RC1

2.33s 4.0-RC1

1.38s LAST-0364149

1.45s LATEST-3CCF4C6

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

34.95s 3.0-RC1

46.6s 4.0-RC1

35.55s LAST-0364149

34.9s LATEST-3CCF4C6

LOAD DATA INDEXED_TABLE [2000000 ROWS]

449.14s 3.0-RC1

475.09s 4.0-RC1

455.03s LAST-0364149

448.39s LATEST-3CCF4C6

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

1.05s LAST-0364149

1.38s LATEST-3CCF4C6

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

0.85s 3.0-RC1

1.06s 4.0-RC1

0.91s LAST-0364149

0.81s LATEST-3CCF4C6

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

0.46s 3.0-RC1

0.69s 4.0-RC1

0.49s LAST-0364149

0.5s LATEST-3CCF4C6

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

0.79s 3.0-RC1

1.46s 4.0-RC1

0.97s LAST-0364149

0.9s LATEST-3CCF4C6

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

0.43s LAST-0364149

0.36s LATEST-3CCF4C6

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

1.43s LAST-0364149

1.51s LATEST-3CCF4C6

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

0.15s 3.0-RC1

0.15s 4.0-RC1

0.15s LAST-0364149

0.12s LATEST-3CCF4C6

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

0.08s LAST-0364149

0.04s LATEST-3CCF4C6

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-0364149

0.13s LATEST-3CCF4C6

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

0.96s 3.0-RC1

1.21s 4.0-RC1

1.07s LAST-0364149

1.01s LATEST-3CCF4C6

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

0.17s LAST-0364149

0.15s LATEST-3CCF4C6

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

0.11s LAST-0364149

0.08s LATEST-3CCF4C6

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

0.13s LAST-0364149

0.14s LATEST-3CCF4C6

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-0364149

1.07s LATEST-3CCF4C6

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-0364149

0.41s LATEST-3CCF4C6

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

0.44s LAST-0364149

0.45s LATEST-3CCF4C6

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-0364149

0.4s LATEST-3CCF4C6

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-0364149

1.34s LATEST-3CCF4C6

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

0.97s 3.0-RC1

1.44s 4.0-RC1

1.13s LAST-0364149

0.99s LATEST-3CCF4C6

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-0364149

1.53s LATEST-3CCF4C6

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.19s 3.0-RC1

0.19s 4.0-RC1

0.2s LAST-0364149

0.18s LATEST-3CCF4C6

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

1.07s 3.0-RC1

1.39s 4.0-RC1

1.13s LAST-0364149

1.04s LATEST-3CCF4C6

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.56s 3.0-RC1

0.72s 4.0-RC1

0.55s LAST-0364149

0.54s LATEST-3CCF4C6

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-0364149

1.15s LATEST-3CCF4C6

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-0364149

0.17s LATEST-3CCF4C6

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

2.14s LAST-0364149

1.99s LATEST-3CCF4C6

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.22s 3.0-RC1

0.85s 4.0-RC1

1.22s LAST-0364149

1.23s LATEST-3CCF4C6

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-0364149

1.42s LATEST-3CCF4C6

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

37.75s 3.0-RC1

44.72s 4.0-RC1

38.45s LAST-0364149

37.16s LATEST-3CCF4C6

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

629.08s 3.0-RC1

875.59s 4.0-RC1

714.97s LAST-0364149

744.58s LATEST-3CCF4C6

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

0.75s LAST-0364149

0.76s LATEST-3CCF4C6

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

0.66s 3.0-RC1

0.88s 4.0-RC1

0.66s LAST-0364149

0.69s LATEST-3CCF4C6

select count(*) from TABLE_6CF where f < 1000

1.2s 3.0-RC1

1.31s 4.0-RC1

1.3s LAST-0364149

1.23s LATEST-3CCF4C6

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

1.36s LAST-0364149

1.28s LATEST-3CCF4C6

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-0364149

4.97s LATEST-3CCF4C6

select count(*) from TABLE_6CF group by A

0.83s 3.0-RC1

0.97s 4.0-RC1

0.84s LAST-0364149

0.84s LATEST-3CCF4C6

select count(*) from TABLE_6CF group by B

2.54s 3.0-RC1

2.95s 4.0-RC1

2.71s LAST-0364149

2.6s LATEST-3CCF4C6

select count(*) from TABLE_6CF where f < 10000

2.08s 3.0-RC1

2.6s 4.0-RC1

2.31s LAST-0364149

2.2s LATEST-3CCF4C6

LOAD DATA TABLE_6CF [2000000 ROWS]

104.05s 3.0-RC1

125.91s 4.0-RC1

103.49s LAST-0364149

104.13s LATEST-3CCF4C6

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

1.1s LAST-0364149

1.09s LATEST-3CCF4C6

select count(*) from SALTED_TABLE where D < 1000

1.08s 3.0-RC1

1s 4.0-RC1

1.05s LAST-0364149

1.02s LATEST-3CCF4C6

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

3.73s 3.0-RC1

3.63s 4.0-RC1

3.64s LAST-0364149

3.4s LATEST-3CCF4C6

LOAD DATA SALTED_TABLE [2000000 ROWS]

107.1s 3.0-RC1

116.46s 4.0-RC1

107.22s LAST-0364149

105.16s LATEST-3CCF4C6

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

1.55s LAST-0364149

1.57s LATEST-3CCF4C6

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

1.46s 3.0-RC1

1.81s 4.0-RC1

1.54s LAST-0364149

1.51s LATEST-3CCF4C6

select count(*) from TABLE_1CF where f < 1000

1.85s 3.0-RC1

2.18s 4.0-RC1

1.87s LAST-0364149

1.89s LATEST-3CCF4C6

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

2.2s LAST-0364149

2.27s LATEST-3CCF4C6

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

1.99s LAST-0364149

2.03s LATEST-3CCF4C6

select count(*) from TABLE_1CF group by A

1.58s 3.0-RC1

1.96s 4.0-RC1

1.57s LAST-0364149

1.68s LATEST-3CCF4C6

select count(*) from TABLE_1CF group by B

1.71s 3.0-RC1

2.02s 4.0-RC1

1.67s LAST-0364149

1.74s LATEST-3CCF4C6

select count(*) from TABLE_1CF where f < 10000

1.73s 3.0-RC1

2.15s 4.0-RC1

1.78s LAST-0364149

1.78s LATEST-3CCF4C6

LOAD DATA TABLE_1CF [2000000 ROWS]

97.33s 3.0-RC1

115.15s 4.0-RC1

98.51s LAST-0364149

97.25s LATEST-3CCF4C6

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

2.06s LAST-0364149

2.04s LATEST-3CCF4C6

select count(*) from WIDE_PK where column2<10

2.23s 3.0-RC1

2.48s 4.0-RC1

2.22s LAST-0364149

2.21s LATEST-3CCF4C6

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

2.7s LAST-0364149

2.75s LATEST-3CCF4C6

LOAD DATA WIDE_PK [2000000 ROWS]

227.82s 3.0-RC1

215.94s 4.0-RC1

228.51s LAST-0364149

228.36s LATEST-3CCF4C6

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