Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Mon Feb 24 14:48:26 PST 2014
HBase 0.94.14, r1543222, Hadoop 1.0.4, r1393290, 2 RS + 1 Master, 4GB per RS heap.

Queries by Category

Aggregation

select count(*) from AGGREGATION_TABLE

0.95s LAST-RELEASED-2.2.2

0.98s 3.0.0-BEFORE-PHOENIX-29

0.76s 3.0.0-AFTER-PHOENIX-29

select count(1) from AGGREGATION_TABLE group by HOST

0.97s LAST-RELEASED-2.2.2

1.03s 3.0.0-BEFORE-PHOENIX-29

0.77s 3.0.0-AFTER-PHOENIX-29

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

1.21s LAST-RELEASED-2.2.2

1.2s 3.0.0-BEFORE-PHOENIX-29

0.93s 3.0.0-AFTER-PHOENIX-29

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

2.05s LAST-RELEASED-2.2.2

2.02s 3.0.0-BEFORE-PHOENIX-29

1.57s 3.0.0-AFTER-PHOENIX-29

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

2.57s LAST-RELEASED-2.2.2

2.36s 3.0.0-BEFORE-PHOENIX-29

1.86s 3.0.0-AFTER-PHOENIX-29

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

1.02s LAST-RELEASED-2.2.2

1.02s 3.0.0-BEFORE-PHOENIX-29

1.11s 3.0.0-AFTER-PHOENIX-29

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)

1.28s LAST-RELEASED-2.2.2

1.29s 3.0.0-BEFORE-PHOENIX-29

1.9s 3.0.0-AFTER-PHOENIX-29

select count(active_visitor) count from AGGREGATION_TABLE

1.62s LAST-RELEASED-2.2.2

1.67s 3.0.0-BEFORE-PHOENIX-29

1.31s 3.0.0-AFTER-PHOENIX-29

select count(distinct active_visitor) count from AGGREGATION_TABLE

1.9s LAST-RELEASED-2.2.2

1.94s 3.0.0-BEFORE-PHOENIX-29

1.54s 3.0.0-AFTER-PHOENIX-29

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

2.31s LAST-RELEASED-2.2.2

2.17s 3.0.0-BEFORE-PHOENIX-29

1.44s 3.0.0-AFTER-PHOENIX-29

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

1.64s LAST-RELEASED-2.2.2

1.58s 3.0.0-BEFORE-PHOENIX-29

1s 3.0.0-AFTER-PHOENIX-29

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

0.96s LAST-RELEASED-2.2.2

0.98s 3.0.0-BEFORE-PHOENIX-29

1.05s 3.0.0-AFTER-PHOENIX-29

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

0.77s LAST-RELEASED-2.2.2

0.84s 3.0.0-BEFORE-PHOENIX-29

1.67s 3.0.0-AFTER-PHOENIX-29

select count(core) from AGGREGATION_TABLE where core > 90

0.84s LAST-RELEASED-2.2.2

0.85s 3.0.0-BEFORE-PHOENIX-29

0.89s 3.0.0-AFTER-PHOENIX-29

select count(*) from WIDE_PK

2.15s LAST-RELEASED-2.2.2

2.15s 3.0.0-BEFORE-PHOENIX-29

2.67s 3.0.0-AFTER-PHOENIX-29

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.22s LAST-RELEASED-2.2.2

2.24s 3.0.0-BEFORE-PHOENIX-29

2.3s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_1CF where f < 10000

2.17s LAST-RELEASED-2.2.2

2.24s 3.0.0-BEFORE-PHOENIX-29

3.01s 3.0.0-AFTER-PHOENIX-29

select count(*) from WIDE_PK where column2<10

3.38s LAST-RELEASED-2.2.2

3.53s 3.0.0-BEFORE-PHOENIX-29

3.08s 3.0.0-AFTER-PHOENIX-29

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

4.79s LAST-RELEASED-2.2.2

4.88s 3.0.0-BEFORE-PHOENIX-29

3.85s 3.0.0-AFTER-PHOENIX-29

ColumnFamilies-Single

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

1.44s LAST-RELEASED-2.2.2

1.51s 3.0.0-BEFORE-PHOENIX-29

1.37s 3.0.0-AFTER-PHOENIX-29

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

1.35s LAST-RELEASED-2.2.2

1.38s 3.0.0-BEFORE-PHOENIX-29

1.26s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_6CF where f < 1000

1.26s LAST-RELEASED-2.2.2

1.26s 3.0.0-BEFORE-PHOENIX-29

2.52s 3.0.0-AFTER-PHOENIX-29

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

1.31s LAST-RELEASED-2.2.2

1.31s 3.0.0-BEFORE-PHOENIX-29

8.09s 3.0.0-AFTER-PHOENIX-29

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

5.28s LAST-RELEASED-2.2.2

5.12s 3.0.0-BEFORE-PHOENIX-29

3.87s 3.0.0-AFTER-PHOENIX-29

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

1.59s LAST-RELEASED-2.2.2

1.69s 3.0.0-BEFORE-PHOENIX-29

1.94s 3.0.0-AFTER-PHOENIX-29

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

1.56s LAST-RELEASED-2.2.2

1.6s 3.0.0-BEFORE-PHOENIX-29

1.82s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_1CF where f < 1000

1.83s LAST-RELEASED-2.2.2

1.95s 3.0.0-BEFORE-PHOENIX-29

3.04s 3.0.0-AFTER-PHOENIX-29

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

2.21s LAST-RELEASED-2.2.2

2.3s 3.0.0-BEFORE-PHOENIX-29

2.24s 3.0.0-AFTER-PHOENIX-29

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

3.82s LAST-RELEASED-2.2.2

3.52s 3.0.0-BEFORE-PHOENIX-29

2.73s 3.0.0-AFTER-PHOENIX-29

Count Distinct

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

2.7s LAST-RELEASED-2.2.2

2.69s 3.0.0-BEFORE-PHOENIX-29

1.83s 3.0.0-AFTER-PHOENIX-29

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

2.67s LAST-RELEASED-2.2.2

2.87s 3.0.0-BEFORE-PHOENIX-29

2.15s 3.0.0-AFTER-PHOENIX-29

IN/LIKE Clause

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

0.76s LAST-RELEASED-2.2.2

0.76s 3.0.0-BEFORE-PHOENIX-29

0.84s 3.0.0-AFTER-PHOENIX-29

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

0.74s LAST-RELEASED-2.2.2

0.7s 3.0.0-BEFORE-PHOENIX-29

0.77s 3.0.0-AFTER-PHOENIX-29

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

0s LAST-RELEASED-2.2.2

0s 3.0.0-BEFORE-PHOENIX-29

0s 3.0.0-AFTER-PHOENIX-29

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

0.01s LAST-RELEASED-2.2.2

0.02s 3.0.0-BEFORE-PHOENIX-29

0.02s 3.0.0-AFTER-PHOENIX-29

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

1.06s LAST-RELEASED-2.2.2

1.14s 3.0.0-BEFORE-PHOENIX-29

1.21s 3.0.0-AFTER-PHOENIX-29

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%')

1.14s LAST-RELEASED-2.2.2

1.14s 3.0.0-BEFORE-PHOENIX-29

1.2s 3.0.0-AFTER-PHOENIX-29

Index

select count(*) from INDEXED_TABLE

0.74s LAST-RELEASED-2.2.2

0.79s 3.0.0-BEFORE-PHOENIX-29

0.38s 3.0.0-AFTER-PHOENIX-29

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

2.22s LAST-RELEASED-2.2.2

2.18s 3.0.0-BEFORE-PHOENIX-29

1.13s 3.0.0-AFTER-PHOENIX-29

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

0.65s LAST-RELEASED-2.2.2

0.69s 3.0.0-BEFORE-PHOENIX-29

0.31s 3.0.0-AFTER-PHOENIX-29

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

1.3s LAST-RELEASED-2.2.2

1.46s 3.0.0-BEFORE-PHOENIX-29

1.08s 3.0.0-AFTER-PHOENIX-29

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

0.24s LAST-RELEASED-2.2.2

0.25s 3.0.0-BEFORE-PHOENIX-29

0.18s 3.0.0-AFTER-PHOENIX-29

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

1.45s LAST-RELEASED-2.2.2

SQL Exception - Check logs for 3.0.0-BEFORE-PHOENIX-29

1.66s 3.0.0-AFTER-PHOENIX-29

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

0.1s LAST-RELEASED-2.2.2

0.12s 3.0.0-BEFORE-PHOENIX-29

0.11s 3.0.0-AFTER-PHOENIX-29

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

0.08s LAST-RELEASED-2.2.2

0.08s 3.0.0-BEFORE-PHOENIX-29

0.08s 3.0.0-AFTER-PHOENIX-29

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

0.06s LAST-RELEASED-2.2.2

0.1s 3.0.0-BEFORE-PHOENIX-29

0.09s 3.0.0-AFTER-PHOENIX-29

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

1.01s LAST-RELEASED-2.2.2

1.18s 3.0.0-BEFORE-PHOENIX-29

1.12s 3.0.0-AFTER-PHOENIX-29

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

0.13s LAST-RELEASED-2.2.2

0.13s 3.0.0-BEFORE-PHOENIX-29

0.13s 3.0.0-AFTER-PHOENIX-29

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

0.16s LAST-RELEASED-2.2.2

0.16s 3.0.0-BEFORE-PHOENIX-29

0.13s 3.0.0-AFTER-PHOENIX-29

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

0.11s LAST-RELEASED-2.2.2

0.11s 3.0.0-BEFORE-PHOENIX-29

0.1s 3.0.0-AFTER-PHOENIX-29

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

1.03s LAST-RELEASED-2.2.2

1.18s 3.0.0-BEFORE-PHOENIX-29

1.15s 3.0.0-AFTER-PHOENIX-29

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

0.18s LAST-RELEASED-2.2.2

0.19s 3.0.0-BEFORE-PHOENIX-29

0.19s 3.0.0-AFTER-PHOENIX-29

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

0.78s LAST-RELEASED-2.2.2

0.81s 3.0.0-BEFORE-PHOENIX-29

0.78s 3.0.0-AFTER-PHOENIX-29

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

0.16s LAST-RELEASED-2.2.2

0.18s 3.0.0-BEFORE-PHOENIX-29

0.18s 3.0.0-AFTER-PHOENIX-29

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

1.27s LAST-RELEASED-2.2.2

1.44s 3.0.0-BEFORE-PHOENIX-29

1.47s 3.0.0-AFTER-PHOENIX-29

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

0.93s LAST-RELEASED-2.2.2

0.99s 3.0.0-BEFORE-PHOENIX-29

0.64s 3.0.0-AFTER-PHOENIX-29

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

2.76s LAST-RELEASED-2.2.2

3.02s 3.0.0-BEFORE-PHOENIX-29

2.34s 3.0.0-AFTER-PHOENIX-29

select count(core) from INDEXED_TABLE where core > 90

0.18s LAST-RELEASED-2.2.2

0.17s 3.0.0-BEFORE-PHOENIX-29

0.15s 3.0.0-AFTER-PHOENIX-29

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

1.15s LAST-RELEASED-2.2.2

1.29s 3.0.0-BEFORE-PHOENIX-29

1.28s 3.0.0-AFTER-PHOENIX-29

select count(core) from INDEXED_TABLE where core > 0

0.88s LAST-RELEASED-2.2.2

0.9s 3.0.0-BEFORE-PHOENIX-29

0.58s 3.0.0-AFTER-PHOENIX-29

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

1.86s LAST-RELEASED-2.2.2

2.02s 3.0.0-BEFORE-PHOENIX-29

1.91s 3.0.0-AFTER-PHOENIX-29

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

0.06s LAST-RELEASED-2.2.2

0.07s 3.0.0-BEFORE-PHOENIX-29

0.08s 3.0.0-AFTER-PHOENIX-29

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

1.77s LAST-RELEASED-2.2.2

1.97s 3.0.0-BEFORE-PHOENIX-29

1.96s 3.0.0-AFTER-PHOENIX-29

select db from INDEXED_TABLE order by db limit 10

0.05s LAST-RELEASED-2.2.2

0.08s 3.0.0-BEFORE-PHOENIX-29

0.1s 3.0.0-AFTER-PHOENIX-29

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

2.28s LAST-RELEASED-2.2.2

2.47s 3.0.0-BEFORE-PHOENIX-29

1.52s 3.0.0-AFTER-PHOENIX-29

select count(*) from INDEXED_TABLE_MUTABLE

1.22s LAST-RELEASED-2.2.2

1.19s 3.0.0-BEFORE-PHOENIX-29

1s 3.0.0-AFTER-PHOENIX-29

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

2.07s LAST-RELEASED-2.2.2

1.97s 3.0.0-BEFORE-PHOENIX-29

1.2s 3.0.0-AFTER-PHOENIX-29

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

0.85s LAST-RELEASED-2.2.2

0.83s 3.0.0-BEFORE-PHOENIX-29

0.56s 3.0.0-AFTER-PHOENIX-29

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

1.53s LAST-RELEASED-2.2.2

1.42s 3.0.0-BEFORE-PHOENIX-29

1.13s 3.0.0-AFTER-PHOENIX-29

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

0.49s LAST-RELEASED-2.2.2

0.45s 3.0.0-BEFORE-PHOENIX-29

0.46s 3.0.0-AFTER-PHOENIX-29

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

1.66s LAST-RELEASED-2.2.2

1.62s 3.0.0-BEFORE-PHOENIX-29

1.67s 3.0.0-AFTER-PHOENIX-29

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

0.17s LAST-RELEASED-2.2.2

0.15s 3.0.0-BEFORE-PHOENIX-29

0.19s 3.0.0-AFTER-PHOENIX-29

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

0.08s LAST-RELEASED-2.2.2

0.08s 3.0.0-BEFORE-PHOENIX-29

0.08s 3.0.0-AFTER-PHOENIX-29

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

0.14s LAST-RELEASED-2.2.2

0.14s 3.0.0-BEFORE-PHOENIX-29

0.17s 3.0.0-AFTER-PHOENIX-29

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

1.2s LAST-RELEASED-2.2.2

1.06s 3.0.0-BEFORE-PHOENIX-29

1.15s 3.0.0-AFTER-PHOENIX-29

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

0.2s LAST-RELEASED-2.2.2

0.18s 3.0.0-BEFORE-PHOENIX-29

0.21s 3.0.0-AFTER-PHOENIX-29

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

0.12s LAST-RELEASED-2.2.2

0.12s 3.0.0-BEFORE-PHOENIX-29

0.09s 3.0.0-AFTER-PHOENIX-29

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

0.16s LAST-RELEASED-2.2.2

0.16s 3.0.0-BEFORE-PHOENIX-29

0.19s 3.0.0-AFTER-PHOENIX-29

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

1.22s LAST-RELEASED-2.2.2

1.09s 3.0.0-BEFORE-PHOENIX-29

1.18s 3.0.0-AFTER-PHOENIX-29

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

0.42s LAST-RELEASED-2.2.2

0.42s 3.0.0-BEFORE-PHOENIX-29

0.47s 3.0.0-AFTER-PHOENIX-29

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

0.4s LAST-RELEASED-2.2.2

0.55s 3.0.0-BEFORE-PHOENIX-29

0.51s 3.0.0-AFTER-PHOENIX-29

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

0.41s LAST-RELEASED-2.2.2

0.44s 3.0.0-BEFORE-PHOENIX-29

0.45s 3.0.0-AFTER-PHOENIX-29

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

1.5s LAST-RELEASED-2.2.2

1.38s 3.0.0-BEFORE-PHOENIX-29

1.51s 3.0.0-AFTER-PHOENIX-29

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

1.34s LAST-RELEASED-2.2.2

1.37s 3.0.0-BEFORE-PHOENIX-29

1.09s 3.0.0-AFTER-PHOENIX-29

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

3.17s LAST-RELEASED-2.2.2

2.9s 3.0.0-BEFORE-PHOENIX-29

2.33s 3.0.0-AFTER-PHOENIX-29

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.23s LAST-RELEASED-2.2.2

0.23s 3.0.0-BEFORE-PHOENIX-29

0.21s 3.0.0-AFTER-PHOENIX-29

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

1.34s LAST-RELEASED-2.2.2

1.21s 3.0.0-BEFORE-PHOENIX-29

1.3s 3.0.0-AFTER-PHOENIX-29

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.92s LAST-RELEASED-2.2.2

0.92s 3.0.0-BEFORE-PHOENIX-29

0.76s 3.0.0-AFTER-PHOENIX-29

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

2.16s LAST-RELEASED-2.2.2

1.94s 3.0.0-BEFORE-PHOENIX-29

1.91s 3.0.0-AFTER-PHOENIX-29

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

0.18s LAST-RELEASED-2.2.2

0.16s 3.0.0-BEFORE-PHOENIX-29

0.18s 3.0.0-AFTER-PHOENIX-29

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

1.98s LAST-RELEASED-2.2.2

1.84s 3.0.0-BEFORE-PHOENIX-29

1.93s 3.0.0-AFTER-PHOENIX-29

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.03s LAST-RELEASED-2.2.2

1.01s 3.0.0-BEFORE-PHOENIX-29

1.24s 3.0.0-AFTER-PHOENIX-29

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

2.64s LAST-RELEASED-2.2.2

2.35s 3.0.0-BEFORE-PHOENIX-29

1.54s 3.0.0-AFTER-PHOENIX-29

Index Creation After Data

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

34.97s LAST-RELEASED-2.2.2

34.95s 3.0.0-BEFORE-PHOENIX-29

31.26s 3.0.0-AFTER-PHOENIX-29

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

36.43s LAST-RELEASED-2.2.2

43.64s 3.0.0-BEFORE-PHOENIX-29

44.89s 3.0.0-AFTER-PHOENIX-29

Large Group By

select count(*) from TABLE_6CF group by A

1.58s LAST-RELEASED-2.2.2

1.63s 3.0.0-BEFORE-PHOENIX-29

1.12s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_6CF group by B

2.49s LAST-RELEASED-2.2.2

2.62s 3.0.0-BEFORE-PHOENIX-29

1.85s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_1CF group by A

1.82s LAST-RELEASED-2.2.2

1.87s 3.0.0-BEFORE-PHOENIX-29

2.28s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_1CF group by B

2.26s LAST-RELEASED-2.2.2

2.35s 3.0.0-BEFORE-PHOENIX-29

2.36s 3.0.0-AFTER-PHOENIX-29

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

95.32s LAST-RELEASED-2.2.2

112.53s 3.0.0-BEFORE-PHOENIX-29

108.48s 3.0.0-AFTER-PHOENIX-29

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

82.37s LAST-RELEASED-2.2.2

90.93s 3.0.0-BEFORE-PHOENIX-29

90.3s 3.0.0-AFTER-PHOENIX-29

LOAD DATA INDEXED_TABLE [2000000 ROWS]

438.38s LAST-RELEASED-2.2.2

445.68s 3.0.0-BEFORE-PHOENIX-29

454.13s 3.0.0-AFTER-PHOENIX-29

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

639.02s LAST-RELEASED-2.2.2

706.48s 3.0.0-BEFORE-PHOENIX-29

711.4s 3.0.0-AFTER-PHOENIX-29

LOAD DATA TABLE_6CF [2000000 ROWS]

96.88s LAST-RELEASED-2.2.2

105.9s 3.0.0-BEFORE-PHOENIX-29

105.57s 3.0.0-AFTER-PHOENIX-29

LOAD DATA SALTED_TABLE [2000000 ROWS]

94.95s LAST-RELEASED-2.2.2

107.73s 3.0.0-BEFORE-PHOENIX-29

108.02s 3.0.0-AFTER-PHOENIX-29

LOAD DATA TABLE_1CF [2000000 ROWS]

91.83s LAST-RELEASED-2.2.2

100.38s 3.0.0-BEFORE-PHOENIX-29

99.44s 3.0.0-AFTER-PHOENIX-29

LOAD DATA WIDE_PK [2000000 ROWS]

215.7s LAST-RELEASED-2.2.2

233.7s 3.0.0-BEFORE-PHOENIX-29

234.88s 3.0.0-AFTER-PHOENIX-29

Percentile

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

1.88s LAST-RELEASED-2.2.2

1.94s 3.0.0-BEFORE-PHOENIX-29

1.55s 3.0.0-AFTER-PHOENIX-29

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

1.9s LAST-RELEASED-2.2.2

1.92s 3.0.0-BEFORE-PHOENIX-29

1.52s 3.0.0-AFTER-PHOENIX-29

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 LAST-RELEASED-2.2.2

2.64s 3.0.0-BEFORE-PHOENIX-29

1.87s 3.0.0-AFTER-PHOENIX-29

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

2.71s LAST-RELEASED-2.2.2

2.84s 3.0.0-BEFORE-PHOENIX-29

2.22s 3.0.0-AFTER-PHOENIX-29

Salting

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

1.6s LAST-RELEASED-2.2.2

1.69s 3.0.0-BEFORE-PHOENIX-29

1.93s 3.0.0-AFTER-PHOENIX-29

select count(*) from SALTED_TABLE where D < 1000

0.99s LAST-RELEASED-2.2.2

1.02s 3.0.0-BEFORE-PHOENIX-29

3.12s 3.0.0-AFTER-PHOENIX-29

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

3.54s LAST-RELEASED-2.2.2

3.33s 3.0.0-BEFORE-PHOENIX-29

2.48s 3.0.0-AFTER-PHOENIX-29

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

0.95s LAST-RELEASED-2.2.2

0.98s 3.0.0-BEFORE-PHOENIX-29

0.76s 3.0.0-AFTER-PHOENIX-29

select count(1) from AGGREGATION_TABLE group by HOST

0.97s LAST-RELEASED-2.2.2

1.03s 3.0.0-BEFORE-PHOENIX-29

0.77s 3.0.0-AFTER-PHOENIX-29

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

1.21s LAST-RELEASED-2.2.2

1.2s 3.0.0-BEFORE-PHOENIX-29

0.93s 3.0.0-AFTER-PHOENIX-29

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

2.05s LAST-RELEASED-2.2.2

2.02s 3.0.0-BEFORE-PHOENIX-29

1.57s 3.0.0-AFTER-PHOENIX-29

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

2.57s LAST-RELEASED-2.2.2

2.36s 3.0.0-BEFORE-PHOENIX-29

1.86s 3.0.0-AFTER-PHOENIX-29

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

1.02s LAST-RELEASED-2.2.2

1.02s 3.0.0-BEFORE-PHOENIX-29

1.11s 3.0.0-AFTER-PHOENIX-29

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)

1.28s LAST-RELEASED-2.2.2

1.29s 3.0.0-BEFORE-PHOENIX-29

1.9s 3.0.0-AFTER-PHOENIX-29

select count(active_visitor) count from AGGREGATION_TABLE

1.62s LAST-RELEASED-2.2.2

1.67s 3.0.0-BEFORE-PHOENIX-29

1.31s 3.0.0-AFTER-PHOENIX-29

select count(distinct active_visitor) count from AGGREGATION_TABLE

1.9s LAST-RELEASED-2.2.2

1.94s 3.0.0-BEFORE-PHOENIX-29

1.54s 3.0.0-AFTER-PHOENIX-29

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

1.88s LAST-RELEASED-2.2.2

1.94s 3.0.0-BEFORE-PHOENIX-29

1.55s 3.0.0-AFTER-PHOENIX-29

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

1.9s LAST-RELEASED-2.2.2

1.92s 3.0.0-BEFORE-PHOENIX-29

1.52s 3.0.0-AFTER-PHOENIX-29

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

2.31s LAST-RELEASED-2.2.2

2.17s 3.0.0-BEFORE-PHOENIX-29

1.44s 3.0.0-AFTER-PHOENIX-29

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

2.7s LAST-RELEASED-2.2.2

2.69s 3.0.0-BEFORE-PHOENIX-29

1.83s 3.0.0-AFTER-PHOENIX-29

2.75s LAST-RELEASED-2.2.2

2.64s 3.0.0-BEFORE-PHOENIX-29

1.87s 3.0.0-AFTER-PHOENIX-29

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

1.64s LAST-RELEASED-2.2.2

1.58s 3.0.0-BEFORE-PHOENIX-29

1s 3.0.0-AFTER-PHOENIX-29

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

2.67s LAST-RELEASED-2.2.2

2.87s 3.0.0-BEFORE-PHOENIX-29

2.15s 3.0.0-AFTER-PHOENIX-29

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

2.71s LAST-RELEASED-2.2.2

2.84s 3.0.0-BEFORE-PHOENIX-29

2.22s 3.0.0-AFTER-PHOENIX-29

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

0.76s LAST-RELEASED-2.2.2

0.76s 3.0.0-BEFORE-PHOENIX-29

0.84s 3.0.0-AFTER-PHOENIX-29

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

0.96s LAST-RELEASED-2.2.2

0.98s 3.0.0-BEFORE-PHOENIX-29

1.05s 3.0.0-AFTER-PHOENIX-29

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

0.77s LAST-RELEASED-2.2.2

0.84s 3.0.0-BEFORE-PHOENIX-29

1.67s 3.0.0-AFTER-PHOENIX-29

select count(core) from AGGREGATION_TABLE where core > 90

0.84s LAST-RELEASED-2.2.2

0.85s 3.0.0-BEFORE-PHOENIX-29

0.89s 3.0.0-AFTER-PHOENIX-29

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

95.32s LAST-RELEASED-2.2.2

112.53s 3.0.0-BEFORE-PHOENIX-29

108.48s 3.0.0-AFTER-PHOENIX-29

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')

0.74s LAST-RELEASED-2.2.2

0.7s 3.0.0-BEFORE-PHOENIX-29

0.77s 3.0.0-AFTER-PHOENIX-29

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

0s LAST-RELEASED-2.2.2

0s 3.0.0-BEFORE-PHOENIX-29

0s 3.0.0-AFTER-PHOENIX-29

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

0.01s LAST-RELEASED-2.2.2

0.02s 3.0.0-BEFORE-PHOENIX-29

0.02s 3.0.0-AFTER-PHOENIX-29

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

1.06s LAST-RELEASED-2.2.2

1.14s 3.0.0-BEFORE-PHOENIX-29

1.21s 3.0.0-AFTER-PHOENIX-29

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%')

1.14s LAST-RELEASED-2.2.2

1.14s 3.0.0-BEFORE-PHOENIX-29

1.2s 3.0.0-AFTER-PHOENIX-29

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

82.37s LAST-RELEASED-2.2.2

90.93s 3.0.0-BEFORE-PHOENIX-29

90.3s 3.0.0-AFTER-PHOENIX-29

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

0.74s LAST-RELEASED-2.2.2

0.79s 3.0.0-BEFORE-PHOENIX-29

0.38s 3.0.0-AFTER-PHOENIX-29

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

2.22s LAST-RELEASED-2.2.2

2.18s 3.0.0-BEFORE-PHOENIX-29

1.13s 3.0.0-AFTER-PHOENIX-29

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

0.65s LAST-RELEASED-2.2.2

0.69s 3.0.0-BEFORE-PHOENIX-29

0.31s 3.0.0-AFTER-PHOENIX-29

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

1.3s LAST-RELEASED-2.2.2

1.46s 3.0.0-BEFORE-PHOENIX-29

1.08s 3.0.0-AFTER-PHOENIX-29

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

0.24s LAST-RELEASED-2.2.2

0.25s 3.0.0-BEFORE-PHOENIX-29

0.18s 3.0.0-AFTER-PHOENIX-29

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

1.45s LAST-RELEASED-2.2.2

SQL Exception - Check logs for 3.0.0-BEFORE-PHOENIX-29

1.66s 3.0.0-AFTER-PHOENIX-29

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

0.1s LAST-RELEASED-2.2.2

0.12s 3.0.0-BEFORE-PHOENIX-29

0.11s 3.0.0-AFTER-PHOENIX-29

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

0.08s LAST-RELEASED-2.2.2

0.08s 3.0.0-BEFORE-PHOENIX-29

0.08s 3.0.0-AFTER-PHOENIX-29

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

0.06s LAST-RELEASED-2.2.2

0.1s 3.0.0-BEFORE-PHOENIX-29

0.09s 3.0.0-AFTER-PHOENIX-29

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

1.01s LAST-RELEASED-2.2.2

1.18s 3.0.0-BEFORE-PHOENIX-29

1.12s 3.0.0-AFTER-PHOENIX-29

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

0.13s LAST-RELEASED-2.2.2

0.13s 3.0.0-BEFORE-PHOENIX-29

0.13s 3.0.0-AFTER-PHOENIX-29

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

0.16s LAST-RELEASED-2.2.2

0.16s 3.0.0-BEFORE-PHOENIX-29

0.13s 3.0.0-AFTER-PHOENIX-29

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

0.11s LAST-RELEASED-2.2.2

0.11s 3.0.0-BEFORE-PHOENIX-29

0.1s 3.0.0-AFTER-PHOENIX-29

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

1.03s LAST-RELEASED-2.2.2

1.18s 3.0.0-BEFORE-PHOENIX-29

1.15s 3.0.0-AFTER-PHOENIX-29

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

0.18s LAST-RELEASED-2.2.2

0.19s 3.0.0-BEFORE-PHOENIX-29

0.19s 3.0.0-AFTER-PHOENIX-29

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

0.78s LAST-RELEASED-2.2.2

0.81s 3.0.0-BEFORE-PHOENIX-29

0.78s 3.0.0-AFTER-PHOENIX-29

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

0.16s LAST-RELEASED-2.2.2

0.18s 3.0.0-BEFORE-PHOENIX-29

0.18s 3.0.0-AFTER-PHOENIX-29

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

1.27s LAST-RELEASED-2.2.2

1.44s 3.0.0-BEFORE-PHOENIX-29

1.47s 3.0.0-AFTER-PHOENIX-29

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

0.93s LAST-RELEASED-2.2.2

0.99s 3.0.0-BEFORE-PHOENIX-29

0.64s 3.0.0-AFTER-PHOENIX-29

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

2.76s LAST-RELEASED-2.2.2

3.02s 3.0.0-BEFORE-PHOENIX-29

2.34s 3.0.0-AFTER-PHOENIX-29

select count(core) from INDEXED_TABLE where core > 90

0.18s LAST-RELEASED-2.2.2

0.17s 3.0.0-BEFORE-PHOENIX-29

0.15s 3.0.0-AFTER-PHOENIX-29

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

1.15s LAST-RELEASED-2.2.2

1.29s 3.0.0-BEFORE-PHOENIX-29

1.28s 3.0.0-AFTER-PHOENIX-29

select count(core) from INDEXED_TABLE where core > 0

0.88s LAST-RELEASED-2.2.2

0.9s 3.0.0-BEFORE-PHOENIX-29

0.58s 3.0.0-AFTER-PHOENIX-29

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

1.86s LAST-RELEASED-2.2.2

2.02s 3.0.0-BEFORE-PHOENIX-29

1.91s 3.0.0-AFTER-PHOENIX-29

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

0.06s LAST-RELEASED-2.2.2

0.07s 3.0.0-BEFORE-PHOENIX-29

0.08s 3.0.0-AFTER-PHOENIX-29

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

1.77s LAST-RELEASED-2.2.2

1.97s 3.0.0-BEFORE-PHOENIX-29

1.96s 3.0.0-AFTER-PHOENIX-29

select db from INDEXED_TABLE order by db limit 10

0.05s LAST-RELEASED-2.2.2

0.08s 3.0.0-BEFORE-PHOENIX-29

0.1s 3.0.0-AFTER-PHOENIX-29

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

2.28s LAST-RELEASED-2.2.2

2.47s 3.0.0-BEFORE-PHOENIX-29

1.52s 3.0.0-AFTER-PHOENIX-29

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

34.97s LAST-RELEASED-2.2.2

34.95s 3.0.0-BEFORE-PHOENIX-29

31.26s 3.0.0-AFTER-PHOENIX-29

LOAD DATA INDEXED_TABLE [2000000 ROWS]

438.38s LAST-RELEASED-2.2.2

445.68s 3.0.0-BEFORE-PHOENIX-29

454.13s 3.0.0-AFTER-PHOENIX-29

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

1.22s LAST-RELEASED-2.2.2

1.19s 3.0.0-BEFORE-PHOENIX-29

1s 3.0.0-AFTER-PHOENIX-29

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

2.07s LAST-RELEASED-2.2.2

1.97s 3.0.0-BEFORE-PHOENIX-29

1.2s 3.0.0-AFTER-PHOENIX-29

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

0.85s LAST-RELEASED-2.2.2

0.83s 3.0.0-BEFORE-PHOENIX-29

0.56s 3.0.0-AFTER-PHOENIX-29

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

1.53s LAST-RELEASED-2.2.2

1.42s 3.0.0-BEFORE-PHOENIX-29

1.13s 3.0.0-AFTER-PHOENIX-29

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

0.49s LAST-RELEASED-2.2.2

0.45s 3.0.0-BEFORE-PHOENIX-29

0.46s 3.0.0-AFTER-PHOENIX-29

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

1.66s LAST-RELEASED-2.2.2

1.62s 3.0.0-BEFORE-PHOENIX-29

1.67s 3.0.0-AFTER-PHOENIX-29

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

0.17s LAST-RELEASED-2.2.2

0.15s 3.0.0-BEFORE-PHOENIX-29

0.19s 3.0.0-AFTER-PHOENIX-29

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

0.08s LAST-RELEASED-2.2.2

0.08s 3.0.0-BEFORE-PHOENIX-29

0.08s 3.0.0-AFTER-PHOENIX-29

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

0.14s LAST-RELEASED-2.2.2

0.14s 3.0.0-BEFORE-PHOENIX-29

0.17s 3.0.0-AFTER-PHOENIX-29

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

1.2s LAST-RELEASED-2.2.2

1.06s 3.0.0-BEFORE-PHOENIX-29

1.15s 3.0.0-AFTER-PHOENIX-29

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

0.2s LAST-RELEASED-2.2.2

0.18s 3.0.0-BEFORE-PHOENIX-29

0.21s 3.0.0-AFTER-PHOENIX-29

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

0.12s LAST-RELEASED-2.2.2

0.12s 3.0.0-BEFORE-PHOENIX-29

0.09s 3.0.0-AFTER-PHOENIX-29

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

0.16s LAST-RELEASED-2.2.2

0.16s 3.0.0-BEFORE-PHOENIX-29

0.19s 3.0.0-AFTER-PHOENIX-29

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

1.22s LAST-RELEASED-2.2.2

1.09s 3.0.0-BEFORE-PHOENIX-29

1.18s 3.0.0-AFTER-PHOENIX-29

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

0.42s LAST-RELEASED-2.2.2

0.42s 3.0.0-BEFORE-PHOENIX-29

0.47s 3.0.0-AFTER-PHOENIX-29

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

0.4s LAST-RELEASED-2.2.2

0.55s 3.0.0-BEFORE-PHOENIX-29

0.51s 3.0.0-AFTER-PHOENIX-29

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

0.41s LAST-RELEASED-2.2.2

0.44s 3.0.0-BEFORE-PHOENIX-29

0.45s 3.0.0-AFTER-PHOENIX-29

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

1.5s LAST-RELEASED-2.2.2

1.38s 3.0.0-BEFORE-PHOENIX-29

1.51s 3.0.0-AFTER-PHOENIX-29

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

1.34s LAST-RELEASED-2.2.2

1.37s 3.0.0-BEFORE-PHOENIX-29

1.09s 3.0.0-AFTER-PHOENIX-29

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

3.17s LAST-RELEASED-2.2.2

2.9s 3.0.0-BEFORE-PHOENIX-29

2.33s 3.0.0-AFTER-PHOENIX-29

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.23s LAST-RELEASED-2.2.2

0.23s 3.0.0-BEFORE-PHOENIX-29

0.21s 3.0.0-AFTER-PHOENIX-29

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

1.34s LAST-RELEASED-2.2.2

1.21s 3.0.0-BEFORE-PHOENIX-29

1.3s 3.0.0-AFTER-PHOENIX-29

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.92s LAST-RELEASED-2.2.2

0.92s 3.0.0-BEFORE-PHOENIX-29

0.76s 3.0.0-AFTER-PHOENIX-29

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

2.16s LAST-RELEASED-2.2.2

1.94s 3.0.0-BEFORE-PHOENIX-29

1.91s 3.0.0-AFTER-PHOENIX-29

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

0.18s LAST-RELEASED-2.2.2

0.16s 3.0.0-BEFORE-PHOENIX-29

0.18s 3.0.0-AFTER-PHOENIX-29

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

1.98s LAST-RELEASED-2.2.2

1.84s 3.0.0-BEFORE-PHOENIX-29

1.93s 3.0.0-AFTER-PHOENIX-29

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.03s LAST-RELEASED-2.2.2

1.01s 3.0.0-BEFORE-PHOENIX-29

1.24s 3.0.0-AFTER-PHOENIX-29

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

2.64s LAST-RELEASED-2.2.2

2.35s 3.0.0-BEFORE-PHOENIX-29

1.54s 3.0.0-AFTER-PHOENIX-29

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

36.43s LAST-RELEASED-2.2.2

43.64s 3.0.0-BEFORE-PHOENIX-29

44.89s 3.0.0-AFTER-PHOENIX-29

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

639.02s LAST-RELEASED-2.2.2

706.48s 3.0.0-BEFORE-PHOENIX-29

711.4s 3.0.0-AFTER-PHOENIX-29

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')

1.44s LAST-RELEASED-2.2.2

1.51s 3.0.0-BEFORE-PHOENIX-29

1.37s 3.0.0-AFTER-PHOENIX-29

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

1.35s LAST-RELEASED-2.2.2

1.38s 3.0.0-BEFORE-PHOENIX-29

1.26s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_6CF where f < 1000

1.26s LAST-RELEASED-2.2.2

1.26s 3.0.0-BEFORE-PHOENIX-29

2.52s 3.0.0-AFTER-PHOENIX-29

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

1.31s LAST-RELEASED-2.2.2

1.31s 3.0.0-BEFORE-PHOENIX-29

8.09s 3.0.0-AFTER-PHOENIX-29

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

5.28s LAST-RELEASED-2.2.2

5.12s 3.0.0-BEFORE-PHOENIX-29

3.87s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_6CF group by A

1.58s LAST-RELEASED-2.2.2

1.63s 3.0.0-BEFORE-PHOENIX-29

1.12s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_6CF group by B

2.49s LAST-RELEASED-2.2.2

2.62s 3.0.0-BEFORE-PHOENIX-29

1.85s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_6CF where f < 10000

2.22s LAST-RELEASED-2.2.2

2.24s 3.0.0-BEFORE-PHOENIX-29

2.3s 3.0.0-AFTER-PHOENIX-29

LOAD DATA TABLE_6CF [2000000 ROWS]

96.88s LAST-RELEASED-2.2.2

105.9s 3.0.0-BEFORE-PHOENIX-29

105.57s 3.0.0-AFTER-PHOENIX-29

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')

1.6s LAST-RELEASED-2.2.2

1.69s 3.0.0-BEFORE-PHOENIX-29

1.93s 3.0.0-AFTER-PHOENIX-29

select count(*) from SALTED_TABLE where D < 1000

0.99s LAST-RELEASED-2.2.2

1.02s 3.0.0-BEFORE-PHOENIX-29

3.12s 3.0.0-AFTER-PHOENIX-29

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

3.54s LAST-RELEASED-2.2.2

3.33s 3.0.0-BEFORE-PHOENIX-29

2.48s 3.0.0-AFTER-PHOENIX-29

LOAD DATA SALTED_TABLE [2000000 ROWS]

94.95s LAST-RELEASED-2.2.2

107.73s 3.0.0-BEFORE-PHOENIX-29

108.02s 3.0.0-AFTER-PHOENIX-29

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')

1.59s LAST-RELEASED-2.2.2

1.69s 3.0.0-BEFORE-PHOENIX-29

1.94s 3.0.0-AFTER-PHOENIX-29

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

1.56s LAST-RELEASED-2.2.2

1.6s 3.0.0-BEFORE-PHOENIX-29

1.82s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_1CF where f < 1000

1.83s LAST-RELEASED-2.2.2

1.95s 3.0.0-BEFORE-PHOENIX-29

3.04s 3.0.0-AFTER-PHOENIX-29

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

2.21s LAST-RELEASED-2.2.2

2.3s 3.0.0-BEFORE-PHOENIX-29

2.24s 3.0.0-AFTER-PHOENIX-29

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

3.82s LAST-RELEASED-2.2.2

3.52s 3.0.0-BEFORE-PHOENIX-29

2.73s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_1CF group by A

1.82s LAST-RELEASED-2.2.2

1.87s 3.0.0-BEFORE-PHOENIX-29

2.28s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_1CF group by B

2.26s LAST-RELEASED-2.2.2

2.35s 3.0.0-BEFORE-PHOENIX-29

2.36s 3.0.0-AFTER-PHOENIX-29

select count(*) from TABLE_1CF where f < 10000

2.17s LAST-RELEASED-2.2.2

2.24s 3.0.0-BEFORE-PHOENIX-29

3.01s 3.0.0-AFTER-PHOENIX-29

LOAD DATA TABLE_1CF [2000000 ROWS]

91.83s LAST-RELEASED-2.2.2

100.38s 3.0.0-BEFORE-PHOENIX-29

99.44s 3.0.0-AFTER-PHOENIX-29

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

2.15s LAST-RELEASED-2.2.2

2.15s 3.0.0-BEFORE-PHOENIX-29

2.67s 3.0.0-AFTER-PHOENIX-29

select count(*) from WIDE_PK where column2<10

3.38s LAST-RELEASED-2.2.2

3.53s 3.0.0-BEFORE-PHOENIX-29

3.08s 3.0.0-AFTER-PHOENIX-29

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

4.79s LAST-RELEASED-2.2.2

4.88s 3.0.0-BEFORE-PHOENIX-29

3.85s 3.0.0-AFTER-PHOENIX-29

LOAD DATA WIDE_PK [2000000 ROWS]

215.7s LAST-RELEASED-2.2.2

233.7s 3.0.0-BEFORE-PHOENIX-29

234.88s 3.0.0-AFTER-PHOENIX-29

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