Phoenix SNAPSHOT Performance

Apache Phoenix Performance Result :: Tue Feb 04 20:29:30 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 (?,?,?...)

10.33s PHOENIX-2.2.2

10.31s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-2.2.2

20.26s PHOENIX-SNAPSHOT

5M table

select count(*) from T5M

9.75s PHOENIX-2.2.2

9.8s PHOENIX-SNAPSHOT

5M values match

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

24.46s PHOENIX-2.2.2

26.03s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-2.2.2

29.59s PHOENIX-SNAPSHOT

Aggregation

select count(*) from AGGREGATION_TABLE

1.06s PHOENIX-2.2.2

1.13s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

1.02s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

1.29s PHOENIX-2.2.2

1.3s PHOENIX-SNAPSHOT

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

2.11s PHOENIX-2.2.2

2.06s PHOENIX-SNAPSHOT

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

2.63s PHOENIX-2.2.2

2.51s 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

1.01s PHOENIX-2.2.2

1.03s 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)

1.3s PHOENIX-2.2.2

1.33s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

1.68s PHOENIX-2.2.2

1.72s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

1.94s PHOENIX-2.2.2

2.08s PHOENIX-SNAPSHOT

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

2.26s PHOENIX-2.2.2

2.27s PHOENIX-SNAPSHOT

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

1.67s PHOENIX-2.2.2

1.69s PHOENIX-SNAPSHOT

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

0.98s PHOENIX-2.2.2

0.96s PHOENIX-SNAPSHOT

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

0.85s PHOENIX-2.2.2

0.79s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

0.87s PHOENIX-2.2.2

0.87s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK

2.14s PHOENIX-2.2.2

2.22s PHOENIX-SNAPSHOT

Aggregation with filter no non-pk

select count(*) from TABLE_6CF where f < 10000

2.24s PHOENIX-2.2.2

2.16s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF where f < 10000

2.12s PHOENIX-2.2.2

2.22s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK where column2<10

3.34s PHOENIX-2.2.2

3.4s PHOENIX-SNAPSHOT

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

4.95s PHOENIX-2.2.2

4.85s PHOENIX-SNAPSHOT

ColumnFamilies-Single

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

1.43s PHOENIX-2.2.2

1.48s PHOENIX-SNAPSHOT

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

1.33s PHOENIX-2.2.2

1.45s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF where f < 1000

1.41s PHOENIX-2.2.2

1.22s PHOENIX-SNAPSHOT

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

1.36s PHOENIX-2.2.2

1.32s PHOENIX-SNAPSHOT

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

5.27s PHOENIX-2.2.2

4.88s PHOENIX-SNAPSHOT

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

1.68s PHOENIX-2.2.2

1.68s PHOENIX-SNAPSHOT

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

1.57s PHOENIX-2.2.2

1.67s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF where f < 1000

1.83s PHOENIX-2.2.2

1.83s PHOENIX-SNAPSHOT

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

2.21s PHOENIX-2.2.2

2.34s PHOENIX-SNAPSHOT

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

3.77s PHOENIX-2.2.2

3.57s PHOENIX-SNAPSHOT

Count Distinct

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

2.76s PHOENIX-2.2.2

2.71s PHOENIX-SNAPSHOT

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

2.64s PHOENIX-2.2.2

2.91s PHOENIX-SNAPSHOT

IN/LIKE Clause

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

0.79s PHOENIX-2.2.2

0.77s PHOENIX-SNAPSHOT

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

0.76s PHOENIX-2.2.2

0.72s PHOENIX-SNAPSHOT

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

0s PHOENIX-2.2.2

0.01s 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%'

1.34s PHOENIX-2.2.2

1.2s 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%')

1.15s PHOENIX-2.2.2

1.14s PHOENIX-SNAPSHOT

Index

select count(*) from INDEXED_TABLE

0.76s PHOENIX-2.2.2

0.87s PHOENIX-SNAPSHOT

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

2.1s PHOENIX-2.2.2

2.36s PHOENIX-SNAPSHOT

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

0.66s PHOENIX-2.2.2

0.72s PHOENIX-SNAPSHOT

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

1.42s PHOENIX-2.2.2

1.6s 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

0.22s PHOENIX-2.2.2

0.25s 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

1.59s PHOENIX-2.2.2

1.45s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.2.2

0.12s PHOENIX-SNAPSHOT

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

0.08s 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)

0.09s PHOENIX-2.2.2

0.07s PHOENIX-SNAPSHOT

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

1.06s PHOENIX-2.2.2

1.01s PHOENIX-SNAPSHOT

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

0.12s PHOENIX-2.2.2

0.14s PHOENIX-SNAPSHOT

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

0.15s 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

0.12s PHOENIX-SNAPSHOT

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

1.14s PHOENIX-2.2.2

1.03s PHOENIX-SNAPSHOT

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

0.2s PHOENIX-2.2.2

0.2s PHOENIX-SNAPSHOT

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

0.79s PHOENIX-2.2.2

0.75s PHOENIX-SNAPSHOT

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

0.18s PHOENIX-2.2.2

0.19s PHOENIX-SNAPSHOT

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

1.45s PHOENIX-2.2.2

1.33s PHOENIX-SNAPSHOT

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

0.98s PHOENIX-2.2.2

1s PHOENIX-SNAPSHOT

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

3.09s PHOENIX-2.2.2

2.88s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

0.19s PHOENIX-2.2.2

0.18s PHOENIX-SNAPSHOT

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

1.24s PHOENIX-2.2.2

1.17s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

0.88s PHOENIX-2.2.2

0.97s PHOENIX-SNAPSHOT

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

2.08s PHOENIX-2.2.2

1.88s PHOENIX-SNAPSHOT

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

0.07s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

1.96s PHOENIX-2.2.2

1.8s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10

0.09s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

2.59s PHOENIX-2.2.2

2.31s PHOENIX-SNAPSHOT

select count(*) from INDEXED_TABLE_MUTABLE

1.15s PHOENIX-2.2.2

1.14s PHOENIX-SNAPSHOT

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

1.93s PHOENIX-2.2.2

1.95s PHOENIX-SNAPSHOT

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

0.89s PHOENIX-2.2.2

0.97s PHOENIX-SNAPSHOT

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

1.33s PHOENIX-2.2.2

1s 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

0.44s PHOENIX-2.2.2

0.45s 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

1.56s PHOENIX-2.2.2

1.13s PHOENIX-SNAPSHOT

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

0.15s PHOENIX-2.2.2

0.14s PHOENIX-SNAPSHOT

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

0.08s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

0.14s PHOENIX-2.2.2

0.12s PHOENIX-SNAPSHOT

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

1.05s PHOENIX-2.2.2

0.74s PHOENIX-SNAPSHOT

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

0.18s PHOENIX-2.2.2

0.17s 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)

0.16s PHOENIX-2.2.2

0.15s PHOENIX-SNAPSHOT

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

1.07s PHOENIX-2.2.2

0.79s PHOENIX-SNAPSHOT

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

0.44s PHOENIX-2.2.2

0.47s PHOENIX-SNAPSHOT

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

0.43s PHOENIX-2.2.2

0.51s PHOENIX-SNAPSHOT

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

0.4s PHOENIX-2.2.2

0.44s PHOENIX-SNAPSHOT

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

1.34s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

1.43s PHOENIX-2.2.2

1.42s PHOENIX-SNAPSHOT

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

2.89s PHOENIX-2.2.2

2.04s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.23s PHOENIX-2.2.2

0.22s PHOENIX-SNAPSHOT

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

1.2s PHOENIX-2.2.2

0.84s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.87s PHOENIX-2.2.2

0.93s PHOENIX-SNAPSHOT

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

1.9s PHOENIX-2.2.2

1.34s PHOENIX-SNAPSHOT

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

0.18s PHOENIX-2.2.2

0.15s PHOENIX-SNAPSHOT

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

1.8s PHOENIX-2.2.2

1.27s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1s PHOENIX-2.2.2

1.07s PHOENIX-SNAPSHOT

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

2.41s PHOENIX-2.2.2

1.65s PHOENIX-SNAPSHOT

Index Creation After Data

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

36.86s PHOENIX-2.2.2

37.23s PHOENIX-SNAPSHOT

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

36.2s PHOENIX-2.2.2

32.38s PHOENIX-SNAPSHOT

Large Group By

select count(*) from TABLE_6CF group by A

1.59s PHOENIX-2.2.2

1.6s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF group by B

2.6s PHOENIX-2.2.2

2.58s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF group by A

1.83s PHOENIX-2.2.2

1.86s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF group by B

2.29s PHOENIX-2.2.2

2.36s PHOENIX-SNAPSHOT

Load Data

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

96.13s PHOENIX-2.2.2

114.91s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

80.21s PHOENIX-2.2.2

93.88s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [2000000 ROWS]

444.9s PHOENIX-2.2.2

444.25s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

621.5s PHOENIX-2.2.2

3141.06s PHOENIX-SNAPSHOT

LOAD DATA TABLE_6CF [2000000 ROWS]

92.88s PHOENIX-2.2.2

107.04s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [2000000 ROWS]

94.8s PHOENIX-2.2.2

109.1s PHOENIX-SNAPSHOT

LOAD DATA TABLE_1CF [2000000 ROWS]

86.91s PHOENIX-2.2.2

102.46s PHOENIX-SNAPSHOT

LOAD DATA T1K [1000 ROWS]

0.05s PHOENIX-2.2.2

0.06s PHOENIX-SNAPSHOT

LOAD DATA T5M [5000000 ROWS]

177.72s PHOENIX-2.2.2

202.1s PHOENIX-SNAPSHOT

LOAD DATA WIDE_PK [2000000 ROWS]

214.86s PHOENIX-2.2.2

236.31s PHOENIX-SNAPSHOT

Percentile

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

1.93s PHOENIX-2.2.2

2.06s PHOENIX-SNAPSHOT

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

1.92s PHOENIX-2.2.2

1.97s 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

2.75s PHOENIX-2.2.2

2.72s PHOENIX-SNAPSHOT

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

2.83s PHOENIX-2.2.2

2.95s PHOENIX-SNAPSHOT

Salting

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

1.56s PHOENIX-2.2.2

1.67s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

0.98s PHOENIX-2.2.2

0.99s PHOENIX-SNAPSHOT

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

3.76s 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

1.06s PHOENIX-2.2.2

1.13s PHOENIX-SNAPSHOT

select count(1) from AGGREGATION_TABLE group by HOST

1.02s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

1.29s PHOENIX-2.2.2

1.3s PHOENIX-SNAPSHOT

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

2.11s PHOENIX-2.2.2

2.06s PHOENIX-SNAPSHOT

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

2.63s PHOENIX-2.2.2

2.51s 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

1.01s PHOENIX-2.2.2

1.03s 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)

1.3s PHOENIX-2.2.2

1.33s PHOENIX-SNAPSHOT

select count(active_visitor) count from AGGREGATION_TABLE

1.68s PHOENIX-2.2.2

1.72s PHOENIX-SNAPSHOT

select count(distinct active_visitor) count from AGGREGATION_TABLE

1.94s PHOENIX-2.2.2

2.08s PHOENIX-SNAPSHOT

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

1.93s PHOENIX-2.2.2

2.06s PHOENIX-SNAPSHOT

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

1.92s PHOENIX-2.2.2

1.97s PHOENIX-SNAPSHOT

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

2.26s PHOENIX-2.2.2

2.27s PHOENIX-SNAPSHOT

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

2.76s PHOENIX-2.2.2

2.71s PHOENIX-SNAPSHOT

2.75s PHOENIX-2.2.2

2.72s PHOENIX-SNAPSHOT

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

1.67s PHOENIX-2.2.2

1.69s PHOENIX-SNAPSHOT

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

2.64s PHOENIX-2.2.2

2.91s PHOENIX-SNAPSHOT

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

2.83s PHOENIX-2.2.2

2.95s PHOENIX-SNAPSHOT

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

0.79s PHOENIX-2.2.2

0.77s PHOENIX-SNAPSHOT

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

0.98s PHOENIX-2.2.2

0.96s PHOENIX-SNAPSHOT

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

0.85s PHOENIX-2.2.2

0.79s PHOENIX-SNAPSHOT

select count(core) from AGGREGATION_TABLE where core > 90

0.87s PHOENIX-2.2.2

0.87s PHOENIX-SNAPSHOT

LOAD DATA AGGREGATION_TABLE [2000000 ROWS]

96.13s PHOENIX-2.2.2

114.91s 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')

0.76s PHOENIX-2.2.2

0.72s PHOENIX-SNAPSHOT

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

0s PHOENIX-2.2.2

0.01s 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%'

1.34s PHOENIX-2.2.2

1.2s 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%')

1.15s PHOENIX-2.2.2

1.14s PHOENIX-SNAPSHOT

LOAD DATA IN_LIKE_TABLE [2000000 ROWS]

80.21s PHOENIX-2.2.2

93.88s 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

0.76s PHOENIX-2.2.2

0.87s PHOENIX-SNAPSHOT

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

2.1s PHOENIX-2.2.2

2.36s PHOENIX-SNAPSHOT

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

0.66s PHOENIX-2.2.2

0.72s PHOENIX-SNAPSHOT

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

1.42s PHOENIX-2.2.2

1.6s 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

0.22s PHOENIX-2.2.2

0.25s 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

1.59s PHOENIX-2.2.2

1.45s PHOENIX-SNAPSHOT

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

0.1s PHOENIX-2.2.2

0.12s PHOENIX-SNAPSHOT

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

0.08s 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)

0.09s PHOENIX-2.2.2

0.07s PHOENIX-SNAPSHOT

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

1.06s PHOENIX-2.2.2

1.01s PHOENIX-SNAPSHOT

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

0.12s PHOENIX-2.2.2

0.14s PHOENIX-SNAPSHOT

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

0.15s 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

0.12s PHOENIX-SNAPSHOT

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

1.14s PHOENIX-2.2.2

1.03s PHOENIX-SNAPSHOT

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

0.2s PHOENIX-2.2.2

0.2s PHOENIX-SNAPSHOT

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

0.79s PHOENIX-2.2.2

0.75s PHOENIX-SNAPSHOT

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

0.18s PHOENIX-2.2.2

0.19s PHOENIX-SNAPSHOT

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

1.45s PHOENIX-2.2.2

1.33s PHOENIX-SNAPSHOT

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

0.98s PHOENIX-2.2.2

1s PHOENIX-SNAPSHOT

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

3.09s PHOENIX-2.2.2

2.88s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 90

0.19s PHOENIX-2.2.2

0.18s PHOENIX-SNAPSHOT

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

1.24s PHOENIX-2.2.2

1.17s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE where core > 0

0.88s PHOENIX-2.2.2

0.97s PHOENIX-SNAPSHOT

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

2.08s PHOENIX-2.2.2

1.88s PHOENIX-SNAPSHOT

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

0.07s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

1.96s PHOENIX-2.2.2

1.8s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE order by db limit 10

0.09s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

2.59s PHOENIX-2.2.2

2.31s PHOENIX-SNAPSHOT

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

36.86s PHOENIX-2.2.2

37.23s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE [2000000 ROWS]

444.9s PHOENIX-2.2.2

444.25s 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

1.15s PHOENIX-2.2.2

1.14s PHOENIX-SNAPSHOT

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

1.93s PHOENIX-2.2.2

1.95s PHOENIX-SNAPSHOT

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

0.89s PHOENIX-2.2.2

0.97s PHOENIX-SNAPSHOT

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

1.33s PHOENIX-2.2.2

1s 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

0.44s PHOENIX-2.2.2

0.45s 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

1.56s PHOENIX-2.2.2

1.13s PHOENIX-SNAPSHOT

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

0.15s PHOENIX-2.2.2

0.14s PHOENIX-SNAPSHOT

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

0.08s PHOENIX-2.2.2

0.08s PHOENIX-SNAPSHOT

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

0.14s PHOENIX-2.2.2

0.12s PHOENIX-SNAPSHOT

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

1.05s PHOENIX-2.2.2

0.74s PHOENIX-SNAPSHOT

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

0.18s PHOENIX-2.2.2

0.17s 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)

0.16s PHOENIX-2.2.2

0.15s PHOENIX-SNAPSHOT

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

1.07s PHOENIX-2.2.2

0.79s PHOENIX-SNAPSHOT

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

0.44s PHOENIX-2.2.2

0.47s PHOENIX-SNAPSHOT

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

0.43s PHOENIX-2.2.2

0.51s PHOENIX-SNAPSHOT

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

0.4s PHOENIX-2.2.2

0.44s PHOENIX-SNAPSHOT

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

1.34s PHOENIX-2.2.2

1.02s PHOENIX-SNAPSHOT

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

1.43s PHOENIX-2.2.2

1.42s PHOENIX-SNAPSHOT

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

2.89s PHOENIX-2.2.2

2.04s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE_MUTABLE where core > 90

0.23s PHOENIX-2.2.2

0.22s PHOENIX-SNAPSHOT

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

1.2s PHOENIX-2.2.2

0.84s PHOENIX-SNAPSHOT

select count(core) from INDEXED_TABLE_MUTABLE where core > 0

0.87s PHOENIX-2.2.2

0.93s PHOENIX-SNAPSHOT

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

1.9s PHOENIX-2.2.2

1.34s PHOENIX-SNAPSHOT

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

0.18s PHOENIX-2.2.2

0.15s PHOENIX-SNAPSHOT

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

1.8s PHOENIX-2.2.2

1.27s PHOENIX-SNAPSHOT

select db from INDEXED_TABLE_MUTABLE order by db limit 10

1s PHOENIX-2.2.2

1.07s PHOENIX-SNAPSHOT

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

2.41s PHOENIX-2.2.2

1.65s PHOENIX-SNAPSHOT

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

36.2s PHOENIX-2.2.2

32.38s PHOENIX-SNAPSHOT

LOAD DATA INDEXED_TABLE_MUTABLE [2000000 ROWS]

621.5s PHOENIX-2.2.2

3141.06s 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')

1.43s PHOENIX-2.2.2

1.48s PHOENIX-SNAPSHOT

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

1.33s PHOENIX-2.2.2

1.45s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF where f < 1000

1.41s PHOENIX-2.2.2

1.22s PHOENIX-SNAPSHOT

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

1.36s PHOENIX-2.2.2

1.32s PHOENIX-SNAPSHOT

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

5.27s PHOENIX-2.2.2

4.88s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF group by A

1.59s PHOENIX-2.2.2

1.6s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF group by B

2.6s PHOENIX-2.2.2

2.58s PHOENIX-SNAPSHOT

select count(*) from TABLE_6CF where f < 10000

2.24s PHOENIX-2.2.2

2.16s PHOENIX-SNAPSHOT

LOAD DATA TABLE_6CF [2000000 ROWS]

92.88s PHOENIX-2.2.2

107.04s 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')

1.56s PHOENIX-2.2.2

1.67s PHOENIX-SNAPSHOT

select count(*) from SALTED_TABLE where D < 1000

0.98s PHOENIX-2.2.2

0.99s PHOENIX-SNAPSHOT

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

3.76s PHOENIX-2.2.2

3.41s PHOENIX-SNAPSHOT

LOAD DATA SALTED_TABLE [2000000 ROWS]

94.8s PHOENIX-2.2.2

109.1s 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')

1.68s PHOENIX-2.2.2

1.68s PHOENIX-SNAPSHOT

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

1.57s PHOENIX-2.2.2

1.67s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF where f < 1000

1.83s PHOENIX-2.2.2

1.83s PHOENIX-SNAPSHOT

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

2.21s PHOENIX-2.2.2

2.34s PHOENIX-SNAPSHOT

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

3.77s PHOENIX-2.2.2

3.57s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF group by A

1.83s PHOENIX-2.2.2

1.86s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF group by B

2.29s PHOENIX-2.2.2

2.36s PHOENIX-SNAPSHOT

select count(*) from TABLE_1CF where f < 10000

2.12s PHOENIX-2.2.2

2.22s PHOENIX-SNAPSHOT

LOAD DATA TABLE_1CF [2000000 ROWS]

86.91s PHOENIX-2.2.2

102.46s 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 (?,?,?...)

10.33s PHOENIX-2.2.2

10.31s PHOENIX-SNAPSHOT

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

24.46s PHOENIX-2.2.2

26.03s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-2.2.2

20.26s PHOENIX-SNAPSHOT

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

SQL Exception - Check logs for PHOENIX-2.2.2

29.59s PHOENIX-SNAPSHOT

LOAD DATA T1K [1000 ROWS]

0.05s 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

9.75s PHOENIX-2.2.2

9.8s PHOENIX-SNAPSHOT

LOAD DATA T5M [5000000 ROWS]

177.72s PHOENIX-2.2.2

202.1s 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

2.14s PHOENIX-2.2.2

2.22s PHOENIX-SNAPSHOT

select count(*) from WIDE_PK where column2<10

3.34s PHOENIX-2.2.2

3.4s PHOENIX-SNAPSHOT

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

4.95s PHOENIX-2.2.2

4.85s PHOENIX-SNAPSHOT

LOAD DATA WIDE_PK [2000000 ROWS]

214.86s PHOENIX-2.2.2

236.31s PHOENIX-SNAPSHOT

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