Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Tue Feb 04 14:27:35 PST 2014

Queries by Category

1K table

select count(*) from T1K

0.01s PHOENIX-2.2.2

0.01s PHOENIX-SNAPSHOT

select mypk from T1K

0.02s PHOENIX-2.2.2

0.02s PHOENIX-SNAPSHOT

1K values match

select count(*) from T5M where column1 in (?,?,?...)

10.79s PHOENIX-2.2.2

10.89s PHOENIX-SNAPSHOT

select count(*) from T5M JOIN T1K on T1K.mypk = T5M.column1

SQL Exception - Check logs for PHOENIX-2.2.2

20.81s PHOENIX-SNAPSHOT

5M table

select count(*) from T5M

10.82s PHOENIX-2.2.2

9.6s PHOENIX-SNAPSHOT

5M values match

select count(*) from T5M where column2 in (?,?,?...)

26.92s PHOENIX-2.2.2

26.35s PHOENIX-SNAPSHOT

select count(*) from T5M JOIN T1K on T1K.mypk = T5M.column2

SQL Exception - Check logs for PHOENIX-2.2.2

30.56s PHOENIX-SNAPSHOT

Aggregation

select count(*) from AGGREGATION_TABLE

1.11s PHOENIX-2.2.2

1.06s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

1.05s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

1.3s PHOENIX-2.2.2

1.28s PHOENIX-SNAPSHOT

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

2.15s PHOENIX-2.2.2

2.01s PHOENIX-SNAPSHOT

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

2.54s PHOENIX-2.2.2

2.59s PHOENIX-SNAPSHOT

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

1.08s PHOENIX-2.2.2

1.04s PHOENIX-SNAPSHOT

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)

1.35s PHOENIX-2.2.2

1.29s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

1.74s PHOENIX-2.2.2

1.68s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s PHOENIX-2.2.2

1.89s PHOENIX-SNAPSHOT

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

2.41s PHOENIX-2.2.2

2.14s PHOENIX-SNAPSHOT

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

1.7s PHOENIX-2.2.2

1.63s PHOENIX-SNAPSHOT

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

1s PHOENIX-2.2.2

0.92s PHOENIX-SNAPSHOT

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

0.9s PHOENIX-2.2.2

0.82s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

0.86s PHOENIX-2.2.2

0.84s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK

2.27s PHOENIX-2.2.2

2.09s PHOENIX-SNAPSHOT

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.31s PHOENIX-2.2.2

2.19s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF where f < 10000

2.27s PHOENIX-2.2.2

2.21s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK where column2<10

3.55s PHOENIX-2.2.2

3.12s PHOENIX-SNAPSHOT

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

4.97s PHOENIX-2.2.2

4.38s PHOENIX-SNAPSHOT

ColumnFamilies-Single

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

1.51s PHOENIX-2.2.2

1.58s PHOENIX-SNAPSHOT

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

1.43s PHOENIX-2.2.2

1.47s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF where f < 1000

1.36s PHOENIX-2.2.2

1.29s PHOENIX-SNAPSHOT

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

1.37s PHOENIX-2.2.2

1.28s PHOENIX-SNAPSHOT

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

5.49s PHOENIX-2.2.2

5.36s PHOENIX-SNAPSHOT

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

1.75s PHOENIX-2.2.2

1.69s PHOENIX-SNAPSHOT

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

1.74s PHOENIX-2.2.2

1.58s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF where f < 1000

1.92s PHOENIX-2.2.2

1.84s PHOENIX-SNAPSHOT

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

2.36s PHOENIX-2.2.2

2.24s PHOENIX-SNAPSHOT

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

4.01s PHOENIX-2.2.2

3.61s PHOENIX-SNAPSHOT

Count Distinct

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

2.85s PHOENIX-2.2.2

2.59s PHOENIX-SNAPSHOT

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

2.66s PHOENIX-2.2.2

2.77s PHOENIX-SNAPSHOT

IN/LIKE Clause

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

0.78s PHOENIX-2.2.2

0.78s PHOENIX-SNAPSHOT

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

0.69s PHOENIX-2.2.2

0.66s PHOENIX-SNAPSHOT

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

0s PHOENIX-2.2.2

0s PHOENIX-SNAPSHOT

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

0.01s PHOENIX-2.2.2

0.01s PHOENIX-SNAPSHOT

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

1.32s PHOENIX-2.2.2

1.12s PHOENIX-SNAPSHOT

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 PHOENIX-2.2.2

1.16s PHOENIX-SNAPSHOT

Index

select count(*) from INDEXED_TABLE

0.73s PHOENIX-2.2.2

0.78s PHOENIX-SNAPSHOT

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

2.38s PHOENIX-2.2.2

2.37s PHOENIX-SNAPSHOT

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

0.67s PHOENIX-2.2.2

0.68s PHOENIX-SNAPSHOT

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

1.54s PHOENIX-2.2.2

1.38s PHOENIX-SNAPSHOT

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 PHOENIX-2.2.2

0.24s PHOENIX-SNAPSHOT

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

1.72s PHOENIX-2.2.2

1.47s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.2.2

0.11s PHOENIX-SNAPSHOT

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

0.09s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.2.2

0.09s PHOENIX-SNAPSHOT

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

1.17s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

0.13s PHOENIX-2.2.2

0.13s PHOENIX-SNAPSHOT

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

0.16s PHOENIX-2.2.2

0.17s PHOENIX-SNAPSHOT

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

0.11s PHOENIX-2.2.2

0.11s PHOENIX-SNAPSHOT

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

1.16s PHOENIX-2.2.2

1.05s PHOENIX-SNAPSHOT

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

0.2s PHOENIX-2.2.2

0.22s PHOENIX-SNAPSHOT

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

0.85s PHOENIX-2.2.2

0.92s PHOENIX-SNAPSHOT

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

0.17s PHOENIX-2.2.2

0.16s PHOENIX-SNAPSHOT

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

1.46s PHOENIX-2.2.2

1.31s PHOENIX-SNAPSHOT

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

1s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

3.04s PHOENIX-2.2.2

2.85s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

0.18s PHOENIX-2.2.2

0.2s PHOENIX-SNAPSHOT

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

1.3s PHOENIX-2.2.2

1.19s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

0.85s PHOENIX-2.2.2

0.94s PHOENIX-SNAPSHOT

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

2.12s PHOENIX-2.2.2

1.89s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

2.03s PHOENIX-2.2.2

1.84s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10

0.06s PHOENIX-2.2.2

0.07s PHOENIX-SNAPSHOT

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

2.8s PHOENIX-2.2.2

2.38s PHOENIX-SNAPSHOT

select count(*) from INDEXED_TABLE_MUTABLE

1.25s PHOENIX-2.2.2

1.44s PHOENIX-SNAPSHOT

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

2.07s PHOENIX-2.2.2

1.96s PHOENIX-SNAPSHOT

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

0.91s PHOENIX-2.2.2

0.93s PHOENIX-SNAPSHOT

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

1.51s PHOENIX-2.2.2

1.04s PHOENIX-SNAPSHOT

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

0.42s PHOENIX-2.2.2

0.49s PHOENIX-SNAPSHOT

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

1.62s PHOENIX-2.2.2

1.1s PHOENIX-SNAPSHOT

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

0.16s PHOENIX-2.2.2

0.16s PHOENIX-SNAPSHOT

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

0.07s PHOENIX-2.2.2

0.09s PHOENIX-SNAPSHOT

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

0.15s PHOENIX-2.2.2

0.15s PHOENIX-SNAPSHOT

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

1.1s PHOENIX-2.2.2

0.76s PHOENIX-SNAPSHOT

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

0.18s PHOENIX-2.2.2

0.19s PHOENIX-SNAPSHOT

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

0.11s PHOENIX-2.2.2

0.12s PHOENIX-SNAPSHOT

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

0.17s PHOENIX-2.2.2

0.18s PHOENIX-SNAPSHOT

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

1.16s PHOENIX-2.2.2

0.78s PHOENIX-SNAPSHOT

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

0.42s PHOENIX-2.2.2

0.44s PHOENIX-SNAPSHOT

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

0.47s PHOENIX-2.2.2

0.5s PHOENIX-SNAPSHOT

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

0.42s PHOENIX-2.2.2

0.45s PHOENIX-SNAPSHOT

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

1.44s PHOENIX-2.2.2

0.96s PHOENIX-SNAPSHOT

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

1.34s PHOENIX-2.2.2

1.34s PHOENIX-SNAPSHOT

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

3.06s PHOENIX-2.2.2

2.02s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.22s PHOENIX-2.2.2

0.24s PHOENIX-SNAPSHOT

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

1.27s PHOENIX-2.2.2

0.87s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.93s PHOENIX-2.2.2

0.95s PHOENIX-SNAPSHOT

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

2.05s PHOENIX-2.2.2

1.33s PHOENIX-SNAPSHOT

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

0.15s PHOENIX-2.2.2

0.17s PHOENIX-SNAPSHOT

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

1.89s PHOENIX-2.2.2

1.26s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.09s PHOENIX-2.2.2

1.04s PHOENIX-SNAPSHOT

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

2.52s PHOENIX-2.2.2

1.67s PHOENIX-SNAPSHOT

Index Creation After Data

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

36.99s PHOENIX-2.2.2

36.87s PHOENIX-SNAPSHOT

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

37.93s PHOENIX-2.2.2

41.09s PHOENIX-SNAPSHOT

Large Group By

select count(*) from TABLE_6CF group by A

1.71s PHOENIX-2.2.2

1.68s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF group by B

2.67s PHOENIX-2.2.2

2.7s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF group by A

1.94s PHOENIX-2.2.2

1.89s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF group by B

2.49s PHOENIX-2.2.2

2.43s PHOENIX-SNAPSHOT

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

98.9s PHOENIX-2.2.2

110.67s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

77.9s PHOENIX-2.2.2

95.49s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [2000000 ROWS]

452.47s PHOENIX-2.2.2

452.04s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

607.98s PHOENIX-2.2.2

3118.67s PHOENIX-SNAPSHOT

LOAD DATA TABLE_6CF [2000000 ROWS]

92.94s PHOENIX-2.2.2

111.24s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [2000000 ROWS]

94.95s PHOENIX-2.2.2

110.16s PHOENIX-SNAPSHOT

LOAD DATA TABLE_1CF [2000000 ROWS]

86.72s PHOENIX-2.2.2

105.48s PHOENIX-SNAPSHOT

LOAD DATA T1K [1000 ROWS]

0.06s PHOENIX-2.2.2

0.06s PHOENIX-SNAPSHOT

LOAD DATA T5M [5000000 ROWS]

186.65s PHOENIX-2.2.2

207.51s PHOENIX-SNAPSHOT

LOAD DATA WIDE_PK [2000000 ROWS]

215.91s PHOENIX-2.2.2

235.64s PHOENIX-SNAPSHOT

Percentile

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

2.02s PHOENIX-2.2.2

1.9s PHOENIX-SNAPSHOT

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

2.01s PHOENIX-2.2.2

1.93s PHOENIX-SNAPSHOT

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

2.86s PHOENIX-2.2.2

2.6s PHOENIX-SNAPSHOT

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

2.87s PHOENIX-2.2.2

2.85s PHOENIX-SNAPSHOT

Salting

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

1.69s PHOENIX-2.2.2

1.65s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

1.01s PHOENIX-2.2.2

1.04s PHOENIX-SNAPSHOT

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

3.71s PHOENIX-2.2.2

3.41s PHOENIX-SNAPSHOT

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

1.11s PHOENIX-2.2.2

1.06s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

1.05s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

1.3s PHOENIX-2.2.2

1.28s PHOENIX-SNAPSHOT

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

2.15s PHOENIX-2.2.2

2.01s PHOENIX-SNAPSHOT

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

2.54s PHOENIX-2.2.2

2.59s PHOENIX-SNAPSHOT

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

1.08s PHOENIX-2.2.2

1.04s PHOENIX-SNAPSHOT

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)

1.35s PHOENIX-2.2.2

1.29s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

1.74s PHOENIX-2.2.2

1.68s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

2s PHOENIX-2.2.2

1.89s PHOENIX-SNAPSHOT

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

2.02s PHOENIX-2.2.2

1.9s PHOENIX-SNAPSHOT

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

2.01s PHOENIX-2.2.2

1.93s PHOENIX-SNAPSHOT

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

2.41s PHOENIX-2.2.2

2.14s PHOENIX-SNAPSHOT

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

2.85s PHOENIX-2.2.2

2.59s PHOENIX-SNAPSHOT

2.86s PHOENIX-2.2.2

2.6s PHOENIX-SNAPSHOT

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

1.7s PHOENIX-2.2.2

1.63s PHOENIX-SNAPSHOT

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

2.66s PHOENIX-2.2.2

2.77s PHOENIX-SNAPSHOT

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

2.87s PHOENIX-2.2.2

2.85s PHOENIX-SNAPSHOT

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

0.78s PHOENIX-2.2.2

0.78s PHOENIX-SNAPSHOT

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

1s PHOENIX-2.2.2

0.92s PHOENIX-SNAPSHOT

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

0.9s PHOENIX-2.2.2

0.82s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

0.86s PHOENIX-2.2.2

0.84s PHOENIX-SNAPSHOT

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

98.9s PHOENIX-2.2.2

110.67s PHOENIX-SNAPSHOT

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')

0.69s PHOENIX-2.2.2

0.66s PHOENIX-SNAPSHOT

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

0s PHOENIX-2.2.2

0s PHOENIX-SNAPSHOT

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

0.01s PHOENIX-2.2.2

0.01s PHOENIX-SNAPSHOT

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

1.32s PHOENIX-2.2.2

1.12s PHOENIX-SNAPSHOT

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 PHOENIX-2.2.2

1.16s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

77.9s PHOENIX-2.2.2

95.49s PHOENIX-SNAPSHOT

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

0.73s PHOENIX-2.2.2

0.78s PHOENIX-SNAPSHOT

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

2.38s PHOENIX-2.2.2

2.37s PHOENIX-SNAPSHOT

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

0.67s PHOENIX-2.2.2

0.68s PHOENIX-SNAPSHOT

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

1.54s PHOENIX-2.2.2

1.38s PHOENIX-SNAPSHOT

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 PHOENIX-2.2.2

0.24s PHOENIX-SNAPSHOT

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

1.72s PHOENIX-2.2.2

1.47s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.2.2

0.11s PHOENIX-SNAPSHOT

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

0.09s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.2.2

0.09s PHOENIX-SNAPSHOT

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

1.17s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

0.13s PHOENIX-2.2.2

0.13s PHOENIX-SNAPSHOT

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

0.16s PHOENIX-2.2.2

0.17s PHOENIX-SNAPSHOT

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

0.11s PHOENIX-2.2.2

0.11s PHOENIX-SNAPSHOT

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

1.16s PHOENIX-2.2.2

1.05s PHOENIX-SNAPSHOT

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

0.2s PHOENIX-2.2.2

0.22s PHOENIX-SNAPSHOT

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

0.85s PHOENIX-2.2.2

0.92s PHOENIX-SNAPSHOT

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

0.17s PHOENIX-2.2.2

0.16s PHOENIX-SNAPSHOT

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

1.46s PHOENIX-2.2.2

1.31s PHOENIX-SNAPSHOT

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

1s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

3.04s PHOENIX-2.2.2

2.85s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

0.18s PHOENIX-2.2.2

0.2s PHOENIX-SNAPSHOT

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

1.3s PHOENIX-2.2.2

1.19s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

0.85s PHOENIX-2.2.2

0.94s PHOENIX-SNAPSHOT

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

2.12s PHOENIX-2.2.2

1.89s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

2.03s PHOENIX-2.2.2

1.84s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10

0.06s PHOENIX-2.2.2

0.07s PHOENIX-SNAPSHOT

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

2.8s PHOENIX-2.2.2

2.38s PHOENIX-SNAPSHOT

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

36.99s PHOENIX-2.2.2

36.87s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [2000000 ROWS]

452.47s PHOENIX-2.2.2

452.04s PHOENIX-SNAPSHOT

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

1.25s PHOENIX-2.2.2

1.44s PHOENIX-SNAPSHOT

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

2.07s PHOENIX-2.2.2

1.96s PHOENIX-SNAPSHOT

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

0.91s PHOENIX-2.2.2

0.93s PHOENIX-SNAPSHOT

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

1.51s PHOENIX-2.2.2

1.04s PHOENIX-SNAPSHOT

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

0.42s PHOENIX-2.2.2

0.49s PHOENIX-SNAPSHOT

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

1.62s PHOENIX-2.2.2

1.1s PHOENIX-SNAPSHOT

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

0.16s PHOENIX-2.2.2

0.16s PHOENIX-SNAPSHOT

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

0.07s PHOENIX-2.2.2

0.09s PHOENIX-SNAPSHOT

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

0.15s PHOENIX-2.2.2

0.15s PHOENIX-SNAPSHOT

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

1.1s PHOENIX-2.2.2

0.76s PHOENIX-SNAPSHOT

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

0.18s PHOENIX-2.2.2

0.19s PHOENIX-SNAPSHOT

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

0.11s PHOENIX-2.2.2

0.12s PHOENIX-SNAPSHOT

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

0.17s PHOENIX-2.2.2

0.18s PHOENIX-SNAPSHOT

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

1.16s PHOENIX-2.2.2

0.78s PHOENIX-SNAPSHOT

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

0.42s PHOENIX-2.2.2

0.44s PHOENIX-SNAPSHOT

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

0.47s PHOENIX-2.2.2

0.5s PHOENIX-SNAPSHOT

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

0.42s PHOENIX-2.2.2

0.45s PHOENIX-SNAPSHOT

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

1.44s PHOENIX-2.2.2

0.96s PHOENIX-SNAPSHOT

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

1.34s PHOENIX-2.2.2

1.34s PHOENIX-SNAPSHOT

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

3.06s PHOENIX-2.2.2

2.02s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.22s PHOENIX-2.2.2

0.24s PHOENIX-SNAPSHOT

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

1.27s PHOENIX-2.2.2

0.87s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.93s PHOENIX-2.2.2

0.95s PHOENIX-SNAPSHOT

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

2.05s PHOENIX-2.2.2

1.33s PHOENIX-SNAPSHOT

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

0.15s PHOENIX-2.2.2

0.17s PHOENIX-SNAPSHOT

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

1.89s PHOENIX-2.2.2

1.26s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1.09s PHOENIX-2.2.2

1.04s PHOENIX-SNAPSHOT

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

2.52s PHOENIX-2.2.2

1.67s PHOENIX-SNAPSHOT

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

37.93s PHOENIX-2.2.2

41.09s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

607.98s PHOENIX-2.2.2

3118.67s PHOENIX-SNAPSHOT

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')

1.51s PHOENIX-2.2.2

1.58s PHOENIX-SNAPSHOT

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

1.43s PHOENIX-2.2.2

1.47s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF where f < 1000

1.36s PHOENIX-2.2.2

1.29s PHOENIX-SNAPSHOT

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

1.37s PHOENIX-2.2.2

1.28s PHOENIX-SNAPSHOT

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

5.49s PHOENIX-2.2.2

5.36s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF group by A

1.71s PHOENIX-2.2.2

1.68s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF group by B

2.67s PHOENIX-2.2.2

2.7s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF where f < 10000

2.31s PHOENIX-2.2.2

2.19s PHOENIX-SNAPSHOT

LOAD DATA TABLE_6CF [2000000 ROWS]

92.94s PHOENIX-2.2.2

111.24s PHOENIX-SNAPSHOT

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')

1.69s PHOENIX-2.2.2

1.65s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

1.01s PHOENIX-2.2.2

1.04s PHOENIX-SNAPSHOT

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

3.71s PHOENIX-2.2.2

3.41s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [2000000 ROWS]

94.95s PHOENIX-2.2.2

110.16s PHOENIX-SNAPSHOT

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')

1.75s PHOENIX-2.2.2

1.69s PHOENIX-SNAPSHOT

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

1.74s PHOENIX-2.2.2

1.58s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF where f < 1000

1.92s PHOENIX-2.2.2

1.84s PHOENIX-SNAPSHOT

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

2.36s PHOENIX-2.2.2

2.24s PHOENIX-SNAPSHOT

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

4.01s PHOENIX-2.2.2

3.61s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF group by A

1.94s PHOENIX-2.2.2

1.89s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF group by B

2.49s PHOENIX-2.2.2

2.43s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF where f < 10000

2.27s PHOENIX-2.2.2

2.21s PHOENIX-SNAPSHOT

LOAD DATA TABLE_1CF [2000000 ROWS]

86.72s PHOENIX-2.2.2

105.48s PHOENIX-SNAPSHOT

T1K

ROWS 1000 [0M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (mypk CHAR(10) NOT NULL PRIMARY KEY,CF.column1 char(10),CF.column2 char(10),CF.column3 char(10));

DATA GENERATOR
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 10 Max. Value: 1000 Values: RANDOM
STRING :: Length: 10 Max. Value: 10000 Values: RANDOM

select count(*) from T1K

0.01s PHOENIX-2.2.2

0.01s PHOENIX-SNAPSHOT

select mypk from T1K

0.02s PHOENIX-2.2.2

0.02s PHOENIX-SNAPSHOT

select count(*) from T5M where column1 in (?,?,?...)

10.79s PHOENIX-2.2.2

10.89s PHOENIX-SNAPSHOT

select count(*) from T5M where column2 in (?,?,?...)

26.92s PHOENIX-2.2.2

26.35s PHOENIX-SNAPSHOT

select count(*) from T5M JOIN T1K on T1K.mypk = T5M.column1

SQL Exception - Check logs for PHOENIX-2.2.2

20.81s PHOENIX-SNAPSHOT

select count(*) from T5M JOIN T1K on T1K.mypk = T5M.column2

SQL Exception - Check logs for PHOENIX-2.2.2

30.56s PHOENIX-SNAPSHOT

LOAD DATA T1K [1000 ROWS]

0.06s PHOENIX-2.2.2

0.06s PHOENIX-SNAPSHOT

T5M

ROWS 5000000 [5M]

DDL CREATE TABLE IF NOT EXISTS $TABLE (mypk CHAR(10) NOT NULL PRIMARY KEY,CF.column1 char(10),CF.column2 char(10),CF.column3 char(10));

DATA GENERATOR
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 10 Values: SEQUENTIAL
STRING :: Length: 10 Max. Value: 1000 Values: RANDOM
STRING :: Length: 10 Max. Value: 10000 Values: RANDOM

select count(*) from T5M

10.82s PHOENIX-2.2.2

9.6s PHOENIX-SNAPSHOT

LOAD DATA T5M [5000000 ROWS]

186.65s PHOENIX-2.2.2

207.51s PHOENIX-SNAPSHOT

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

2.27s PHOENIX-2.2.2

2.09s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK where column2<10

3.55s PHOENIX-2.2.2

3.12s PHOENIX-SNAPSHOT

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

4.97s PHOENIX-2.2.2

4.38s PHOENIX-SNAPSHOT

LOAD DATA WIDE_PK [2000000 ROWS]

215.91s PHOENIX-2.2.2

235.64s PHOENIX-SNAPSHOT

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